Publications

 
  • Semi-Supervised Learning with Graph Neural Networks for Roman Numeral Analysis
    Primenta AM Pauwels J
    DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London (Bush House). London, UK 16 Dec 2025
    15-12-2025
  • Towards Real-Time, Stable Mapping from Multimodal Sensing to Interpretable Timbre Axes
    Wang L Roman Guzman I Xambo Sedo A
    DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London (Bush House). London, UK 16 Dec 2025
    15-12-2025
  • “AudibleLight (RC): A Controllable, End-to-End API for Soundscape Synthesis Across Ray-Traced & Real-World Measured Acoustics”
    Cheston H Roman Guzman I Stepien A Azcarreta J Roman AS Chen C Bilen Ç
    DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London, Bush House, London UK 16 Dec 2025
    15-12-2025
  • Evaluating Multimodal Large Language Models on Core Music Perception Tasks
    Carone B Roman Guzman I Ripollés P
    39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: AI for Music
    07-12-2025
  • Fully Abstract Normal Form Bisimulation for Call-by-Value PCF
    Koutavas V Lin Y-Y Tzevelekos N
    Journal of The Acm, Association For Computing Machinery (Acm) vol. 72 (6), 1-52.  
    27-11-2025
  • Estranged Predictions: Measuring Semantic Category Disruption with Masked Language Modelling
    Liu Y Dubossarsky H Ahnert R
     
    21-11-2025
  • Morse Theory for the k-NN Distance Function
    Reani Y Bobrowski O
    Discrete & Computational Geometry, Springer 
    19-11-2025
  • Phase diagram and eigenvalue dynamics of stochastic gradient descent in multilayer neural networks
    Park CJ Lucini B Aarts G
    Machine Learning: Science and Technology, Iop Publishing vol. 6 (4) 
    18-11-2025
  • Data-Driven Modeling of String and Membrane Dynamics Using Interpretable Neural Architectures
    Diaz R De La Vega Martin C Sandler M
    Journal of The Audio Engineering Society, Audio Engineering Society vol. 73 (11), 734-746.  
    10-11-2025
  • Neuro-symbolic Models of AI
    Lappin S
    Journal of Applied Logics, College Publications vol. 12 (6) 
    05-11-2025
  • A conditioned UNet for Music Source Separation
    O'Hanlon K Woods B Wang L Sandler M
    17th International Symposium on Computer Music Multidisciplinary Research London., 322-333.  
    03-11-2025
  • GuitarFlow: Realistic Electric Guitar Synthesis From Tablatures via Flow Matching and Style Transfer
    Loth J Sarmento P Sandler M Barthet M
    17th International Symposium on Computer Music Multidisciplinary Research (CMMR)
    03-11-2025
  • Towards Explainable Music Emotion Recognition for Guitar Improvisations
    Rossi M Stefani D Pauwels J Iacca G Turchet L
    2025 IEEE 6th International Symposium on the Internet of Sounds (IS2). vol. 00, 1-5.  
    31-10-2025
  • Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UK
    Santiago G White C Collins B Cottrell S Williams C Lucini B Gravenor MB
    Epidemics, Elsevier vol. 53 
    28-10-2025
  • Grounding Emotion Recognition with Visual Prototypes: VEGA - Revisiting CLIP in MERC
    Hu G Kollias D Yang X
    Proceedings of the 33rd ACM International Conference on Multimedia., 5667-5676.  
    27-10-2025
  • RALAD: Bridging the Real-to-Sim Domain Gap in Autonomous Driving with Retrieval-Augmented Learning
    Zuo J Hu H Zhou Z Cui Y Liu Z Wang J Guan N Wang J et al.
    2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 17001-17007.  
    25-10-2025
  • A Low-Latency Control Fabric for Distributed Quantum Error Correction using RDMA: A Timed Event Structure Model
    Klimis V
    2025 IEEE Conference on Pervasive and Intelligent Computing (PICom). vol. 00, 244-249.  
    24-10-2025
  • Predicting Moral Values in Lyrics Through Audio
    Saitis C Heyderman B Preniqi V † KYK Pauwels J
    2025 International Conference on Content-Based Multimedia Indexing (CBMI). vol. 00, 1-7.  
    24-10-2025
  • Progress on lattice study of the chimera baryon spectrum in Sp(4) gauge theory
    Lin C-JD Bennett E Forzano N Hong DK Hsiao H Lee J-W Lucini B Piai M et al.
    Proceedings of The XVIth Quark Confinement and the Hadron Spectrum Conference — PoS(QCHSC24)
    24-10-2025
  • From Emotions to Violence: Multimodal Fine-Grained Behavior Analysis at the 9th ABAW
    Kollias D Zafeiriou S Kotsia I Slabaugh G Senadeera DC Zheng J Yadav KKK Shao C et al.
    2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). vol. 00, 1-12.  
    20-10-2025
  • PHAROS-AFE-AIMI: Multi-Source & Fair Disease Diagnosis
    Kollias D Arsenos A Kollias S
    2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). vol. 00, 7324-7332.  
    20-10-2025
  • Proactive HIV Care: AI-Based Comorbidity Prediction from Routine EHR Data
    Russom S Kollias D Zhang Q
    2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). vol. 00, 7333-7341.  
    20-10-2025
  • Beyond Architecture: The Critical Impact of Inference Overlap on Music Source Separation Benchmarks
    Khera H Pauwels J Archer-Boyd AW Sandler MB
    2025 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). vol. 00, 1-5.  
    15-10-2025
  • Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian Prior
    Yu C-Y Martínez-Ramírez MA Koo J Liao W-H Mitsufuji Y Fazekas G
    2025 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). vol. 00, 1-5.  
    15-10-2025
  • Temporal Considerations in DJ Mix Information Retrieval and Generation
    Williams A Meehan G Lattner S Pauwels J Barthet M
    32nd International Symposium on Temporal Representation and Reasoning London, United Kingdom 27 Aug 2025 - 29 Aug 2025
    13-10-2025
  • HRAI 2025: The 1st Workshop on Holistic and Responsible Affective Intelligence
    Li Y Kollias D Chanel G Fanourakis M Muszynski M Booth BM Tian L Perera M et al.
    Proceedings of the 27th International Conference on Multimodal Interaction., 814-817.  
    12-10-2025
  • Latent Acoustic Mapping for Direction of Arrival Estimation: A Self-Supervised Approach
    Roman A Roman I Bello J
    IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
    12-10-2025
  • JAZZVAR: A Dataset of Variations Found within Solo Piano Performances of Jazz Standards for Music Overpainting
    Row E Tang J Fazekas G
    Lecture Notes in Computer Science. vol. 15236, 113-126.  
    10-10-2025
  • Shaking Up Quantum Simulators with Fuzzing and Rigour
    Klimis V Bensoussan A Chachkarova E Even-Mendoza K Fortz S Lenihan C
    Proceedings of The Acm on Programming Languages, Association For Computing Machinery (Acm) vol. 9 (OOPSLA2), 1400-1428.  
    09-10-2025
  • Chimera baryons and mesons on the lattice: A spectral density analysis
    Bennett E Del Debbio L Forzano N Hill RC Hong DK Hsiao H Lee J-W Lin C-JD et al.
    Physical Review D, American Physical Society (Aps) vol. 112 (7) 
    01-10-2025
  • ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction
    Chen D Liu Z Yang C Wang D Yan Y Xu Y Ji X
    International Conference on Computer Vision
    01-10-2025
  • Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking
    Wu Q Yu Y Kong C Liu Z Wan J Li H Kot A Chan A
    International Conference on Computer Vision
    01-10-2025
  • Perceptual errors in music source separation: looking beyond SDR averages
    Sarkar S Moomjian V Woods B Benetos E Sandler M
    26th International Society for Music Information Retrieval Conference (ISMIR) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025
    21-09-2025
  • Vibe Sorcery: Integrating Emotion Recognition with Generative Music for Playlist Curation
    Urrego-Gómez I Colton S Roman I
    International Society for Music Information Retrieval: 1st Workshop on Large Language Models for Music & Audio (LLM4MA)
    20-09-2025
  • Rate-Based Session Types for IoT Systems
    Iraci G Chuang C-E Hu R Ziarek L
    Acm Transactions on Programming Languages and Systems, Association For Computing Machinery (Acm) vol. 47 (3), 1-39.  
    17-09-2025
  • Artist Considerations in Offline Evaluation of Music Recommender Systems
    Meehan G
    MuRS 2025: 3rd Music Recommender Systems Workshop Prague, Czech Republic 22 Sep 2025
    14-09-2025
  • Decoding Melodic Acoustic Features from Neural Data
    Bozilovic Z Roman I
    AES International Conference on Artificial Intelligence and Machine Learning for Audio
    08-09-2025
  • On Inherited Popularity Bias in Cold-Start Item Recommendation
    Meehan G Pauwels J
    Proceedings of the Nineteenth ACM Conference on Recommender Systems., 649-654.  
    07-09-2025
  • Foregrounding the `Rules’ of Learning to Program with the LCT Epistemic Plane
    Curzon P
    Proceedings of the 2025 Conference on UK and Ireland Computing Education Research., 1-1.  
    03-09-2025
  • DiffVox: A Differentiable Model for Capturing and Analysing Vocal Effects Distributions
    Yu C-Y Martinez Ramirez M Koo J Hayes B Liao W-H Fazekas G Mitsufuji Y
    International Conference on Digital Audio Effects Ancona, Italy 2 Sep 2025 - 5 Sep 2025
    02-09-2025
  • Sound Matching an Analogue Levelling Amplifier Using the Newton-Raphson Method
    Yu C-Y Fazekas G
    Audio Engineering Society International Conference on AI and Machine Learning for Audio London, UK 1 Jan 1970 - 8 Sep 2025
    02-09-2025
  • Borrowing treasures from neighbors: In-context learning for multimodal learning with missing modalities and data scarcity
    Zhi Z Liu Z Elbadawi M Daneshmend A Orlu M Basit A Demosthenous A Rodrigues M
    Neurocomputing, Elsevier vol. 647 
    01-09-2025
  • Correction: A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management
    Haleem MS Katsarou D Georga EI Dafoulas GE Bargiota A Lopez-Perez L Rujas M Fico G et al.
    Scientific Reports, Springer Nature vol. 15 (1) 
    20-08-2025
  • Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds
    Chang A Li Y Roman IR Poeppel D
    Interspeech 2025., 216-220.  
    17-08-2025
  • Combining Recurrent & Bayesian Models for Action Anticipation with Multiple Cues
    Zimokha M Jamone L Roman I
    Cognitive Computational Neuroscience
    12-08-2025
  • Toward Affective Empathy in AI: Encoding Internal Representations of “Artificial Pain”
    Wang A Roman I
    Cognitive Computational Neuroscience
    12-08-2025
  • A Multimodal Deep Learning Architecture for Estimating Quality of Life for Advanced Cancer Patients Based on Wearable Devices and Patient-Reported Outcome Measures
    Haleem MS Aidonis V Georga EI Krini M Matsangidou M Kassianos AP Pattichis CS Rujas M et al.
    IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 30 (2), 1166-1177.  
    11-08-2025
  • Coreference as an Indicator of Context Scope in Multimodal Narrative
    Ilinykh N Lappin S Sayeed A Loáiciga S
    ), Coreference as an Indicator of Context Scope in Multimodal Narrative, Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM² 2025), ACL Vienna, Austria 1 Aug 2025., 789-80719.  
    01-08-2025
  • The Deep Learning Revolution in AI
    Lappin S
    European Review, Cambridge University Press (Cup) vol. 33 (4), 416-425.  
    01-08-2025
  • A multimodal deep learning architecture for predicting interstitial glucose for effective type 2 diabetes management
    Haleem MS Katsarou D Georga EI Dafoulas GE Bargiota A Lopez-Perez L Rujas M Fico G et al.
    Scientific Reports, Springer Nature vol. 15 (1) 
    29-07-2025
  • Listener Acoustic Personalization ChallengeLAP24: Head-Related Transfer Function Dataset Harmonization
    Daugintis R Barumerli R Geronazzo M Pauwels J Picinali L Poole KC
    IEEE Open Journal of Signal Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 6, 950-964.  
    28-07-2025
  • Domain Adaptation of Few-Shot Bioacoustic Event Detection in Different Environments
    Tan Y Ai H Li S Fazekas G
    IEEE Transactions on Audio Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 33, 2986-2998.  
    10-07-2025
  • Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation
    Zhang J Fazekas G Saitis C
    2025 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-7.  
    05-07-2025
  • Exploiting Music Source Separation for Automatic Lyrics Transcription with Whisper
    Syed J Higgs IM Cífka O Sandler M
    2025 IEEE International Conference on Multimedia and Expo Workshops (ICMEW). vol. 00, 1-6.  
    04-07-2025
  • Coherent domains and improved lower bounds for the maximum size of Condorcet domains
    Karpov A Markström K Riis S
    Discrete Applied Mathematics, Elsevier vol. 370, 57-70.  
    01-07-2025
  • Enhancing Few-Shot Medical Image Classification with Supervised Patch-Token Knowledge Distillation
    Karampinis V Arsenos A Kollias D Kollias S Voulodimos A
    2025 25th International Conference on Digital Signal Processing (DSP). vol. 00, 1-5.  
    27-06-2025
  • Multiple Reachability in Linear Dynamical Systems
    Karimov T Kelmendi E Ouaknine J Worrell J
    2025 40th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS). vol. 00, 651-663.  
    26-06-2025
  • Preface
    , Institute of Electrical and Electronics Engineers (IEEE), i-ii.  
    25-06-2025
  • Persistent (Co)Homology in Matrix Multiplication Time
    Morozov D Skraba P
    Leibniz International Proceedings in Informatics Lipics. vol. 332 
    20-06-2025
  • Refining music sample identification with a self-supervised graph neural network
    Bhattacharjee A Higgs IM Sandler M Benetos E
     
    20-06-2025
  • Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition
    Kollias D Tzirakis P Cowen A Zafeiriou S Kotsia I Granger E Pedersoli M Bacon S et al.
    2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 5572-5583.  
    12-06-2025
  • Smartphone as a Sensor in mHealth: Narrative Overview, SWOT Analysis, and Proposal of Mobile Biomarkers
    Antonini A Coşar S Naja I Haleem MS Macdonald JH Innominato P Barresi G
    Sensors, Mdpi vol. 25 (12) 
    11-06-2025
  • Density of states method for symplectic gauge theories at finite temperature
    Bennett E Lucini B Mason D Piai M Rinaldi E Vadacchino D
    Physical Review D, American Physical Society (Aps) vol. 111 (11) 
    01-06-2025
  • Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
    Schäfer L Slumbers O McAleer S Du Y Albrecht SV Mguni D
    Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1., 1849-1857.  
    28-05-2025
  • Taming Multi-Agent Reinforcement Learning with Estimator Variance Reduction
    Jafferjee T Ziomek J Yang T Dai Z Wang J Taylor ME Shao K Wang J et al.
    Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1., 1042-1050.  
    28-05-2025
  • Preface
    Xu Y Huang J Chen M Yan D Lu K Karras DA Zhou H Zhang J et al.
    Proceedings of 2025 5th International Conference on Bioinformatics and Intelligent Computing Bic 2025 
    10-05-2025
  • Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks
    Plachouras C Guinot J Fazekas G Quinton E Benetos E Pauwels J
     
    09-05-2025
  • Persevering with Theory
    Curzon P
    Theory Into Practice Blog 
    04-05-2025
  • Designing Neural Synthesizers for Low-Latency Interaction
    Caspe F Shier J Sandler M Saitis C McPherson A
    Journal of The Audio Engineering Society, Audio Engineering Society vol. 73 (5), 240-255.  
    02-05-2025
  • Demonstrating Diff-MSTC: A Controllable and Context-Aware AI System for Multitrack Mixing in Digital Audio Workstation Cubase
    Vanka SS Rolland J-B Fazekas G
    Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems., 1-5.  
    25-04-2025
  • Understanding the Artificial Intelligence Revolution, Between Catastrophe and Utopia
    Shalom L
     
    21-04-2025
  • Approximating Metric Magnitude of Point Sets
    Andreeva R Ward J Skraba P Gao J Sarkar R
    Proceedings of The Aaai Conference on Artificial Intelligence, Association For The Advancement of Artificial Intelligence (Aaai) vol. 39 (15), 15374-15381.  
    11-04-2025
  • Evaluating Contrastive Methodologies for Music Representation Learning Using Playlist Data
    Meehan G Pauwels J
    ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.  
    11-04-2025
  • Expressive Power of Temporal Message Passing
    Wałęga PA Rawson M
    Proceedings of the AAAI Conference on Artificial Intelligence. vol. 39 (20), 21000-21008.  
    11-04-2025
  • Goal-Driven Reasoning in DatalogMTL with Magic Sets
    Wang S Wei D Wałęga PA Wang D Cai H
    Proceedings of the AAAI Conference on Artificial Intelligence. vol. 39 (14), 15203-15211.  
    11-04-2025
  • Guitar-TECHS: An Electric Guitar Dataset Covering Techniques, Musical Excerpts, Chords and Scales Using a Diverse Array of Hardware
    Pedroza H Abreu W Corey RM Roman IR
    ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.  
    11-04-2025
  • Learning Music Audio Representations With Limited Data
    Plachouras C Benetos E Pauwels J
    ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.  
    11-04-2025
  • Leave-One-EquiVariant: Alleviating Invariance-Related Information Loss in Contrastive Music Representations
    Guinot J Quinton E Fazekas G
    ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.  
    11-04-2025
  • Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding
    Pasini M Lattner S Fazekas G
    ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.  
    11-04-2025
  • PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
    Feng C Liu Z Zhi Z Bogunovic I Gerner-Beuerle C Rodrigues M
    Proceedings of the AAAI Conference on Artificial Intelligence. vol. 39 (3), 2933-2941.  
    11-04-2025
  • Towards An Integrated Approach for Expressive Piano Performance Synthesis from Music Scores
    Tang J Cooper E Wang X Yamagishi J Fazekas G
    ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1-5.  
    11-04-2025
  • SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection
    Kollias D Arsenos A
    Eai Endorsed Transactions on Pervasive Health and Technology, European Alliance For Innovation N.O. vol. 11 
    02-04-2025
  • Distributed Strategies—Past and Future
    Winskel G
    Acm Siglog News, Association For Computing Machinery (Acm) vol. 12 (2), 3-33.  
    01-04-2025
  • Meson spectroscopy in the Sp(4) gauge theory with three antisymmetric fermions
    Bennett E Hong DK Hsiao H Lee J-W Lin C-JD Lucini B Piai M Vadacchino D
    Physical Review D, American Physical Society (Aps) vol. 111 (7) 
    01-04-2025
  • Musical neurodynamics
    Harding EE Kim JC Demos AP Roman IR
    Nature Reviews Neuroscience, Springer Nature vol. 26 (5), 293-307.  
    18-03-2025
  • Perceptually-Guided Acoustic Foveation
    Peng X Chen K Roman I
    2025 IEEE Conference Virtual Reality and 3D User Interfaces (VR). vol. 00, 450-460.  
    12-03-2025
  • Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency
    Hu G Kollias D Papadopoulou E Wei J Yang X
    IEEE Transactions on Biometrics Behavior and Identity Science, Institute of Electrical and Electronics Engineers (IEEE) vol. 7 (4), 914-923.  
    10-03-2025
  • AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data
    Zhao Z Liu Z Cao Y Gong S Patras I
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Nashville, US 11 Jun 2025 - 16 Jun 2025
    07-03-2025
  • Dynamic Bayesian network models for self-management of chronic diseases: Rheumatoid arthritis case-study
    Fahmi A MacBrayne A Humby F Curzon P Marsh W
    Computers in Biology and Medicine, Elsevier vol. 189 
    04-03-2025
  • Explainable AI: definition and attributes of a good explanation for health AI
    Kyrimi E McLachlan S Wohlgemut JM Perkins ZB Lagnado DA Marsh W
    AI and Ethics, Springer Nature vol. 5 (4), 3883-3896.  
    04-03-2025
  • Topological Data Analysis of Abelian Magnetic Monopoles in Gauge Theories
    Lucini B Crean X Giansiracusa J
    , Sissa Medialab Srl 
    17-02-2025
  • Exploring Generative Networks for Manifolds with Non-Trivial Topology
    Chen S Aarts G Lucini B
    , Sissa Medialab Srl 
    12-02-2025
  • Bisimilarity in fresh-register automata
    Murawski AS Ramsay SJ
    Logical Methods in Computer Science, Centre Pour La Communication Scientifique Directe (Ccsd) vol. Volume 21, Issue 1 
    06-02-2025
  • An efficient heuristic search algorithm for discovering large Condorcet domains
    Zhou B
    4or, Springer Nature vol. 23 (2), 193-216.  
    24-01-2025
  • Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust
    Zhi Z Sun Y Wu Q Liu Z Rodrigues M
    Transactions on Machine Learning Research 
    23-01-2025
  • Random Matrix Theory for Stochastic Gradient Descent
    Park C Favoni M Lucini B Aarts G
    , Sissa Medialab Srl 
    16-01-2025
  • Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach
    Shatri E Raymond D
    2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS). vol. CFP2540Z-ART, 1-6.  
    11-01-2025
  • Condorcet domains on at most seven alternatives
    Akello-Egwel D Leedham-Green C Litterick A Riis S
    Mathematical Social Sciences, Elsevier vol. 133, 23-33.  
    01-01-2025
  • Design and Implementation of the Transparent, Interpretable, and Multimodal (TIM) AR Personal Assistant
    McGowan E Rulff J Castelo S Wu G Chen S Roman IR Dias FF Qian J
    IEEE Computer Graphics and Applications, Institute of Electrical and Electronics Engineers (IEEE) vol. 45 (1), 28-42.  
    01-01-2025
  • Embarrassingly Agile—Data Visualization Methodology in Emergency Responses
    Kozlikova B Archambault D Dreesman J Kerren A Lucini B Turkay C Tory M Keefe D et al.
    IEEE Computer Graphics and Applications, Institute of Electrical and Electronics Engineers (IEEE) vol. 45 (5), 138-146.  
    01-01-2025
  • GATEKEEPER Platform: Secure Processing Environment for European Health Data Space
    Gaeta E Haleem MS Lopez-Perez L Manea M Umpierrez MFC Waldmeyer MTA Pecchia L Fico G
    IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 13, 34627-34638.  
    01-01-2025
  • Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization
    Zhang Z Liu Z Patras I
    Proceedings International Conference on Computational Linguistics Coling., 10924-10939.  
    01-01-2025
  • Preface
    Vidal T Wałęga PA
    Leibniz International Proceedings in Informatics Lipics vol. 355 
    01-01-2025
  • QUERY-BASED KNOWLEDGE TRANSFER FOR HETEROGENEOUS LEARNING ENVIRONMENTS
    Alballa N Zhang W Liu Z Abdelmoniem AM Elhoseiny M Canini M
    13th International Conference on Learning Representations Iclr 2025., 95820-95851.  
    01-01-2025
  • Stochastic weight matrix dynamics during learning and Dyson Brownian motion
    Aarts G Lucini B Park C
    Physical Review E, American Physical Society (Aps) vol. 111 (1) 
    01-01-2025
  • TFAR: A Training-Free Framework for Autonomous Reliable Reasoning in Visual Question Answering
    Zhi Z Feng C Daneshmend A Orlu M Demosthenous A Yin L Li D Liu Z et al.
    Transactions on Machine Learning Research vol. 2025-August 
    01-01-2025
  • Uniform Functional Interpretations
    Oliva P
    Computability in Europe. vol. 15764, 88-103.  
    01-01-2025