Publications
- Algebraic Structures in Natural Language
bernardy J-P Lappin S
30-12-2022 - Extreme Eigenvalues and the Emerging Outlier in Rank-One Non-Hermitian Deformations of the Gaussian Unitary Ensemble
Fyodorov YV Khoruzhenko BA
Entropy, Mdpi vol. 25 (1)
30-12-2022 - The density of state method for first-order phase transitions in Yang-Mills theories
Mason D Lucini B Piai M Rinaldi E Vadacchino D
, Sissa Medialab Srl
20-12-2022 - Poisson process approximation under stabilization and Palm coupling
Bobrowski O Schulte M
Annales Henri Lebesgue, Cellule Mathdoc/Centre Mersenne vol. 5, 1489-1534.
16-12-2022 - EnsembleSet: A new high-quality synthesised dataset for chamber ensemble separation
Sarkar S Benetos E Sandler M
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 5 Dec 2022 - 8 Dec 2022.
08-12-2022 - On The Relevance Of The Differences Between HRTF Measurement Setups For Machine Learning
Pauwels J Picinali L
08-12-2022 - Topological susceptibility, scale setting and universality from $Sp(N_c)$ gauge theories
Vadacchino D Bennett E Lin C-JD Hong DK Lee J-W Lucini B Piai M
, Sissa Medialab Srl
05-12-2022 - ATEPP: A DATASET OF AUTOMATICALLY TRANSCRIBED EXPRESSIVE PIANO PERFORMANCE
Zhang H Tang J Rafee S Dixon S Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) 4 Dec 2022 - 8 Dec 2022.
04-12-2022 - Contrastive audio-language learning for music
Manco I Benetos E Fazekas G
23rd International Society for Music Information Retrieval Conference (ISMIR) Bengaluru, India 4 Dec 2022 - 8 Dec 2022.
04-12-2022 - DDX7: Differentiable FM Synthesis of Musical Instrument Sounds
Caspe F Mcpherson A Sandler M
23rd International Society for Music Information Retrieval Conference (ISMIR 2022) Bengaluru, India 4 Dec 2022 - 8 Dec 2022.
04-12-2022 - Attack Dynamics: An Automatic Attack Graph Generation Framework Based on System Topology, CAPEC, CWE, and CVE Databases
S..nmez FZ Hankin C Malacaria P
Computers & Security, Elsevier vol. 123
01-12-2022 - Color dependence of the topological susceptibility in Yang-Mills theories
Bennett E Hong DK Lee J-W Lin C-JD Lucini B Piai M Vadacchino D
Physics Letters B, Elsevier vol. 835
01-12-2022 - Persistent homology as a probe for center vortices and deconfinement in SU(2) lattice gauge theory
Sale N Lucini B Giansiracusa J
, Sissa Medialab Srl
29-11-2022 - On the complexity of computing Markov perfect equilibrium in general-sum stochastic games
Mguni D Deng X Li N Mguni D
National Science Review
22-11-2022 - N-Beats as an EHG Signal Forecasting Method for Labour Prediction in Full Term Pregnancy
Jossou TR Tahori Z Houdji G Medenou D Lasfar A Sanya F Ahouandjinou MH Pagliara SM et al.
Electronics, Mdpi vol. 11 (22)
15-11-2022 - Reconstructing room scales with a single sound for augmented reality displays
Liang BS Liang AS Roman I Weiss T Sun Q
Journal of Information Display, Springer Nature vol. 24 (1), 1-12.
15-11-2022 - Spectroscopy of $Sp(4)$ lattice gauge theory with $n_f=3$ antisymmetric fermions
Lee J-W Bennett E Hong DK Hsiao H Lin C-JD Lucini B Piai M Vadacchino D
, Sissa Medialab Srl
08-11-2022 - Towards glueball masses of large-$N$ $\mathrm{SU}(N)$ Yang-Mills theories without topological freezing via parallel tempering on boundary conditions
Bonanno C D'Elia M Lucini B Vadacchino D
, Sissa Medialab Srl
08-11-2022 - Analyzing the effect of equal-angle spatial discretization on sound event localization and detection
Roman Guzman I
Detection and Classification of Acoustic Scenes and Events 2022.
03-11-2022 - Streaming Weighted Sampling over Join Queries
Shekelyan M Cormode G Ma Q Shanghooshabad AM Triantafillou P
26th International Conference on Extending Database Technology (EDBT 2023). vol. 26 (2), 298-310.
02-11-2022 - Decision support for healthcare cyber security
Sönmez FÖ Hankin C Malacaria P
Computers & Security, Elsevier vol. 122
01-11-2022 - Sp(2N) Yang-Mills theories on the lattice: Scale setting and topology
Bennett E Hong DK Lee J-W Lin C-JD Lucini B Piai M Vadacchino D
Physical Review D, American Physical Society (Aps) vol. 106 (9)
01-11-2022 - Hardness in Markov Decision Processes: Theory and Practice
Conserva M
Advances in Neural Information Processing Systems.
24-10-2022 - Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits
Ramesh A Rauber P
Neural Computation, MIT Press vol. 34 (11), 2232-2272.
07-10-2022 - Online double oracle
Dinh LC McAleer S Tian Z Slumbers O Mguni D Wang J
Transactions on Machine Learning Research
04-10-2022 - CompldNet: Sheet Music Composer Identification using Deep Neural Network
Walwadkar D Shatri E
4th International Workshop on Reading Music Systems Online 18 Nov 2022.
01-10-2022 - The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz
Proutskova P Wolff D Fazekas G Frieler K Höger F Velichkina O Solis G Weyde T et al.
Journal of Web Semantics, Elsevier vol. 74
01-10-2022 - Towards glueball masses of large-N SU(N) pure-gauge theories without topological freezing
Bonanno C D'Elia M Lucini B Vadacchino D
Physics Letters B, Elsevier vol. 833
01-10-2022 - Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System
Dai Z Zhou T Shao K Mguni D Wang B
Conference on Robot Learning.
10-09-2022 - Verification Witnesses
Beyer D Dangl M Heizmann M Lemberger T
Acm Transactions on Software Engineering and Methodology, Association For Computing Machinery (Acm) vol. 31 (4), 1-69.
08-09-2022 - InfERL: scalable and extensible Erlang static analysis
Hajdu Á Marescotti M Suzanne T Mao K Grigore R Gustafsson P
Proceedings of the 21st ACM SIGPLAN International Workshop on Erlang., 33-39.
06-09-2022 - Improving Balance in Automatic Chord Recognition with Random Forests
Miller J O'Hanlon K Sandler MB
2022 30th European Signal Processing Conference (EUSIPCO)., 244-248.
29-08-2022 - Transfer Learning for Violinist Identification
Zhao Y Fazekas G Sandler M
2022 30th European Signal Processing Conference (EUSIPCO)., 239-243.
29-08-2022 - Assessing the Unitary RNN as an End-to-End Compositional Model of Syntax
Bernardy J-P Lappin S
Electronic Proceedings in Theoretical Computer Science. vol. 366, 9-22.
10-08-2022 - Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science
LICS '22: 37th Annual ACM/IEEE Symposium on Logic in Computer Science.
02-08-2022 - Seeing Sounds, Hearing Shapes: a gamified study to evaluate sound-sketches
L�bbers S
International Computer Music Conference Limerick, Ireland 3 Jul 2022 - 9 Jul 2022.
09-07-2022 - Homological connectivity in random Čech complexes
Bobrowski O
Probability Theory and Related Fields, Springer Nature vol. 183 (3-4), 715-788.
06-07-2022 - A Deep Learning Based ECG Segmentation Tool for Detection of ECG Beat Parameters
Haleem MS Pecchia L
2022 IEEE Symposium on Computers and Communications (ISCC). vol. 00, 1-4.
03-07-2022 - Lattice studies of the Sp(4) gauge theory with two fundamental and three antisymmetric Dirac fermions
Bennett E Hong DK Hsiao H Lee J-W Lin C-JD Lucini B Mesiti M Piai M et al.
Physical Review D, American Physical Society (Aps) vol. 106 (1)
01-07-2022 - A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis
Arsenos A Kollias D
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP). vol. 00, 1-5.
29-06-2022 - Conjuring with Computation, A Manual of Magic and Computing for Beginners
Curzon P
23-06-2022 - ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges
Kollias D
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 2327-2335.
20-06-2022 - MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition
Psaroudakis A Kollias D
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 2366-2374.
20-06-2022 - A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis
Kollias D
IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP).
16-06-2022 - Approximately Counting Answers to Conjunctive Queries with Disequalities and Negations
Focke J Goldberg LA
Proceedings of the 41st ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems., 315-324.
12-06-2022 - Counting small induced subgraphs with hereditary properties
Focke J
Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing., 1543-1551.
09-06-2022 - On the spectrum of dense random geometric graphs
Adhikari K Adler RJ Bobrowski O
The Annals of Applied Probability, Institute of Mathematical Statistics vol. 32 (3)
01-06-2022 - Alarm Sound Detection Using Topological Signal Processing
Fireaizen T Ron S
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 211-215.
27-05-2022 - Learning Music Audio Representations Via Weak Language Supervision
Manco I Benetos E Quinton E
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 456-460.
27-05-2022 - Violinist Identification Using Note-Level Timbre Feature Distributions
Zhao Y Fazekas G Sandler M
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 601-605.
27-05-2022 - Interpreting machine learning functions as physical observables
Aarts G Bachtis D Lucini B
, Sissa Medialab Srl
16-05-2022 - Machine learning with quantum field theories
Bachtis D Aarts G Lucini B
, Sissa Medialab Srl
16-05-2022 - New lattice results for SU(2) gauge theory with one adjoint Dirac flavor
Bennett E Athenodorou A Bergner G Lucini B
, Sissa Medialab Srl
16-05-2022 - Progress in $Sp(2N)$ lattice gauge theories
Lee J-W Bennett E Holligan J Hong DK Hsiao H Lin C-JD Lucini B Mesiti M et al.
, Sissa Medialab Srl
16-05-2022 - Sp(2N) gauge theories on the lattice: status and perspectives
Lucini B
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021).
16-05-2022 - Disembodied Timbres: A Study on Semantically Prompted FM Synthesis
Hayes B Saitis C
Journal of The Audio Engineering Society, Audio Engineering Society vol. 70 (5), 373-391.
11-05-2022 - PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models
Liu Z Yu L Hsiao JH Chan AB
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 44 (6), 3197-3211.
05-05-2022 - Differentiable Time-Frequency Scattering in Kymatio
Vahidi C Muradeli J Wang C Lostanlen V Fazekas G
arXiv.
04-05-2022 - On the Convergence of Fictitious Play: A Decomposition Approach
Mguni D Chen Y Deng X Wang J
International Joint Conference on Artificial Intelligence.
03-05-2022 - Value iteration for simple stochastic games: Stopping criterion and learning algorithm
Eisentraut J Kelmendi E Křetínský J
Information and Computation, Elsevier vol. 285
01-05-2022 - Optimal Security Hardening over a Probabilistic Attack Graph: A Case Study of an Industrial Control System using CySecTool
Buczkowski P Malacaria P Hankin C Fielder A
Sat-CPS '22: Proceedings of the 2022 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems., 21-30.
28-04-2022 - Optimal Security Hardening over a Probabilistic Attack Graph
Buczkowski P Malacaria P Hankin C Fielder A
Proceedings of the 2022 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems., 21-30.
18-04-2022 - FAUSTA: Scaling Dynamic Analysis with Traffic Generation at WhatsApp
Mao K Kapus T Petrou L Hajdu A Marescotti M Harman M
2022 IEEE Conference on Software Testing, Verification and Validation (ICST). vol. 00, 267-278.
14-04-2022 - Counting Small Induced Subgraphs Satisfying Monotone Properties
Roth M Schmitt J Wellnitz P
Siam Journal on Computing, Society For Industrial & Applied Mathematics (Siam), focs20-139-focs20-174-focs20-139-focs20-174.
11-04-2022 - A path integral for the chiral-form partition function
Andriolo E Lambert N Orchard T
Journal of High Energy Physics vol. 2022 (4)
01-04-2022 - Bisimulation as a logical relation
Hermida C Reddy U Robinson E Santamaria A
Mathematical Structures in Computer Science, Cambridge University Press (Cup) vol. 32 (4), 442-471.
01-04-2022 - The Smart Musical Instruments Ontology
Turchet L Bouquet P Molinari A
Journal of Web Semantics, Elsevier vol. 72
01-04-2022 - Glass-like transition described by toppling of stability hierarchy* *Dedicated to the memory of Fritz Haake.
Grela J
Journal of Physics a: Mathematical and Theoretical, Iop Publishing vol. 55 (15)
15-03-2022 - Efficient computations of continuous action densities of states for lattice models
Lucini B Francesconi O Holzmann M Lancaster D Rago A
Journal of Physics Conference Series, Iop Publishing vol. 2207 (1)
01-03-2022 - Quantum field theories, Markov random fields and machine learning
Bachtis D Aarts G Lucini B
Journal of Physics Conference Series, Iop Publishing vol. 2207 (1)
01-03-2022 - Inverse Renormalization Group in Quantum Field Theory
Bachtis D Aarts G Di Renzo F Lucini B
Physical Review Letters, American Physical Society (Aps) vol. 128 (8)
23-02-2022 - SAUTE RL: Almost Surely Safe Reinforcement Learning Using State Augmentation
Mguni D Sootla A Cowen-Rivers A Jafferjee T Wang Z
International Conference on Machine Learning.
14-02-2022 - Exact and Approximate Pattern Counting in Degenerate Graphs: New Algorithms, Hardness Results, and Complexity Dichotomies
Bressan M
2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS). vol. 00, 276-285.
10-02-2022 - Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines
Allocca C Jilali S Ail R Lee J Kim B Antonini A Motta E Schellong J et al.
Applied Sciences, Mdpi vol. 12 (4)
09-02-2022 - Persistent homology in ℓ ∞ metric
Beltramo G Skraba P
Computational Geometry, Elsevier vol. 101
01-02-2022 - Quantitative analysis of phase transitions in two-dimensional XY models using persistent homology
Sale N Giansiracusa J Lucini B
Physical Review E, American Physical Society (Aps) vol. 105 (2)
01-02-2022 - LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning
Mguni D Jafferjee T Wang J Perez-Nieves N Tong F Li Y Zhu J
International Conference on Learning Representations.
28-01-2022 - Solving Conformal Field Theories with Artificial Intelligence
Kántor G Papageorgakis C Niarchos V
Physical Review Letters vol. 128 (4)
28-01-2022 - Conformal bootstrap with reinforcement learning
Kántor G Niarchos V Papageorgakis C
Physical Review D vol. 105 (2)
15-01-2022 - A Neural Model for Compositional Word Embeddings and Sentence Processing
Lappin S Bernardy J-P
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics., 12-22.
01-01-2022 - Boosting Adversarial Robustness From The Perspective of Effective Margin Regularization
Liu Z Chan AB
Bmvc 2022 33rd British Machine Vision Conference Proceedings.
01-01-2022 - Composite dynamics in Sp(2N) gauge theories
Lee J-W Bennett E Hong DK Hsiao H Lin C-JD Lucini B Piai M Vadacchino D
Epj Web of Conferences, Edp Sciences vol. 274
01-01-2022 - Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification
Delgado A Demirel E Subramanian V Saitis C Sandler M
19th Sound and Music Computing Conferences., 123-130.
01-01-2022 - Developing an interactive drum model: Using the discrete cosine transform
Kirby T Sandler M
Proceedings of the International Congress on Acoustics.
01-01-2022 - Euler characteristic surfaces
Beltramo G Skraba P Andreeva R Sarkar R Giarratano Y Bernabeu MO
Foundations of Data Science, American Institute of Mathematical Sciences (Aims) vol. 4 (4), 505-536.
01-01-2022 - Hardness in Markov Decision Processes: Theory and Practice
Conserva M
Neural Information Processing Systems. vol. 35
01-01-2022 - HOW MUSIC FEATURES AND MUSICAL DATA REPRESENTATIONS AFFECT OBJECTIVE EVALUATION OF MUSIC COMPOSITION: A REVIEW OF THE CSMT DATA CHALLENGE 2020
Li Y Li S
Proceedings of the 23rd International Society for Music Information Retrieval Conference Ismir 2022., 93-99.
01-01-2022 - Improved Fine-Tuning by Better Leveraging Pre-Training Data
Liu Z Xu Y Xu Y Qian Q Li H Ji X Chan AB Jin R
Advances in Neural Information Processing Systems. vol. 35
01-01-2022 - Learning Music Audio Representations Via Weak Language Supervision.
Manco I Benetos E Quinton E
ICASSP., 456-460.
01-01-2022 - Measuring Audibility Threshold Levels for Attack and Release in a Dynamic Range Compressor
Bromham G Moffat D Sheng D
AES New York 2022 153rd Audio Engineering Society Convention 2022.
01-01-2022 - MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis
Papaioannou A Gecer B Cheng S Chrysos G Deng J Fotiadou E Kampouris C Kollias D et al.
Lecture Notes in Computer Science. vol. 13668, 467-484.
01-01-2022 - Music Emotion Recognition: Intention of Composers-Performers Versus Perception of Musicians, Non-Musicians, and Listening Machines
Turchet L Pauwels J
IEEE/Acm Transactions on Audio Speech and Language Processing vol. 30, 305-316.
01-01-2022 - On-The-Fly Bisimilarity Checking for Fresh-Register Automata
Bandukara MH Tzevelekos N
Lecture Notes in Computer Science. vol. 13649, 187-204.
01-01-2022 - Optimal Security Hardening over a Probabilistic Attack Graph: A Case Study of an Industrial Control System using CySecTool.
Buczkowski P Malacaria P Hankin C Fielder A Gupta M Khorsandroo S Abdelsalam M
SAT-CPS@CODASPY., 21-30.
01-01-2022 - Preface
Carlsson G Hess K Mémoli F Rabadan R Skraba P
Foundations of Data Science, American Institute of Mathematical Sciences (Aims) vol. 4 (4), i-i.
01-01-2022 - Sp(4) gauge theories and beyond the standard model physics
Lucini B Bennett E Holligan J Hong DK Hsiao H Lee J-W Lin C-JD Mesiti M et al.
Epj Web of Conferences, Edp Sciences vol. 258
01-01-2022 - The density of states method in Yang-Mills theories and first order phase transitions
Mason D Lucini B Piai M Rinaldi E Vadacchino D
Epj Web of Conferences, Edp Sciences vol. 274
01-01-2022 - timbre.fun: A gamified interactive system for crowdsourcing a timbre semantic vocabulary
Hayes B Saitis C
Proceedings of the International Congress on Acoustics.
01-01-2022 - Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison
Haim Meirom S Bobrowski O
Proceedings of the 7th Workshop on Representation Learning for NLP., 173-183.
01-01-2022 - Verification Witnesses.
Beyer D Dangl M Dietsch D Heizmann M
Acm Trans. Softw. Eng. Methodol. vol. 31, 57:1-57:1.
01-01-2022