All publications sorted by author
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| On the Complexity of the Class of Regions Computable by a Two-Layered Perceptron, , Idiap-RR-03-1996 |
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| On the Power of Democratic Networks, , in: SIAM Journal of Discr. Math, 9(02), 1996 |
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| On Variations of the Convex Hull Operator, , Idiap-RR-06-1996 |
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| Support Vector Machine for Multiclass Classification, and , Idiap-RR-06-1998 |
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| Constructive Training Methods for Feedforward Neural Networks with Binary Weights, and , in: International Journal of Neural Systems, 7(2), 1996 |
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| Bounds on the Degree of High Order Binary Perceptrons, , in: Proceedings of ESANN'96, D facto, 1996 |
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| On the Complexity of Recognizing Iterated Differences of Polyhedra, , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997 |
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| Combinatorial Approach for Data Binarization, and , Idiap-RR-08-1999 |
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| On the Decomposition of Polychotomies into Dichotomies, and , in: Proceedings of The Fourteenth International Conference on Machine Learning, Morgan Kaufmann, 1997 |
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| On the Decomposition of Polychotomies into Dichotomies, and , Idiap-RR-08-1996 |
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| Combinatorial Approach for Data Binarization, and , in: Principles of Data Mining and Knowledge Discovery: third european conference; proceedings / PKDD'99, Springer, 1999 |
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| Notes on Probabilistic Linear Discriminant Analysis, and , Idiap-Com-03-2013 |
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| Parts-Based Face Verification using Local Frequency Bands, and , Idiap-RR-06-2011 |
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| Parts-Based Face Verification using Local Frequency Bands, and , Idiap-RR-03-2009 |
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| Parts-Based Face Verification using Local Frequency Bands, and , in: in Proceedings of IEEE/IAPR International Conference on Biometrics, 2009 |
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| MOBIO Database for the ICPR 2010 Face and Speech Competition, and , Idiap-Com-02-2009 |
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| Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data, , , , , , , , , , , , , and , Idiap-RR-13-2012 |
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| Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data, , , , , , , , , , , , , and , in: IEEE ICME Workshop on Hot Topics in Mobile Multimedia, 2012 |
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| Feature distribution modelling techniques for 3D face recognition, , and , in: Pattern Recognition Letters, 31:1324-1330, 2010 |
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| Session Variability Modelling for Face Authentication, , , , and , Idiap-RR-17-2013 |
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| Session variability modelling for face authentication, , , , and , in: IET Biometrics, 2(3):117-129, 2013 |
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| Modeling Human Interaction in Meetings, , , , , , , and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2003 |
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| Modeling Human Interaction in Meetings, , , , , , , and , Idiap-RR-59-2002 |
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| Microphone Array Post-filter based on Noise Field Coherence, and , in: IEEE Transactions on Speech and Audio Processing, 11(6), 2003 |
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| Microphone Array Post-filter for Diffuse Noise Field, and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2002 |
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| Microphone Array Post-filter for Diffuse Noise Field, and , Idiap-RR-39-2001 |
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| Microphone Array Post-filter based on Noise Field Coherence, and , Idiap-RR-40-2001 |
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| Meeting Data Collection Specifications, , and , Idiap-Com-10-2003 |
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| Towards Computer Understanding of Human Interactions, , , and , Idiap-RR-45-2003 |
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| Automatic Analysis of Multimodal Group Actions in Meetings, , , , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence (to appear), 2004 |
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| Automatic Analysis of Multimodal Group Actions in Meetings, , , , , and , Idiap-RR-27-2003 |
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| Speech Acquisition in Meetings with an Audio-Visual Sensor Array, , , , and , in: Pro. IEEE ICME, 2005 |
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| Speech Acquisition in Meetings with an Audio-Visual Sensor Array, , , , and , Idiap-RR-03-2005 |
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| Small Microphone Array: Algorithms and Hardware, and , Idiap-Com-07-2003 |
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| On the Use of Information Retrieval Measures for Speech Recognition Evaluation, , , , , , and , Idiap-RR-73-2004 |
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| Robust Speech Recognition with Small Microphone Arrays using the Missing Data Approach, , and , in: Proceedings of International Conference on Speech and Language Processing (ICSLP), 2002 |
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| Robust Speech Recognition with Small Microphone Arrays using the Missing Data Approach, , and , Idiap-RR-09-2002 |
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| Convexity in source separation: Models, geometry, and algorithms, , , , and , in: IEEE Signal Processing Magazine, Special Issue on Source Separation and Applications, 2013 |
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| Pseudo-Syntactic Language Modeling for Disfluent Speech Recognition, , in: Proceedings of SST 2004 (10th Australian International Conference on Speech Science & Technology,',','), Sydney, Australia, 2004, 2004 |
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| Pseudo-Syntactic Language Modeling for Disfluent Speech Recognition, , Idiap-RR-55-2004 |
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| Introduction to Mathematical Language Processing: Informal Proofs, Word Problems, and Supporting Tasks, and , in: Transactions of the ACL, 2023 |
| Similarity-Based Equational Inference in Physics, and , in: Physics Review Research, 2021 |
| A Symbolic Framework for Systematic Evaluation of Mathematical Reasoning with Transformers, , , and , in: Under review, 2023 |
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| Who Sees What? Examining Urban Impressions in Global South Cities, , , and , in: Human Perception of Visual Information: Psychological and Computational Perspectives, Springer, 2022 |
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| Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life, , EPFL, 2023 |
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| Sensing Eating Events in Context: A Smartphone-Only Approach, , , , , and , in: IEEE Access, 10, 2022 |
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| Quantified Canine: Inferring Dog Personality From Wearables, , , , , and , in: Proceedings of the 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI) 2023, Association for Computing Machinery, 2023 |
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| Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries, , , , , , , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 6(4), 2022 |
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| Smartphone Sensing for the Well-being of Young Adults: A Review, and , in: IEEE Access, 2021 |
[DOI] [URL] |
| M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training, , and , in: PACM on Interactive, Mobile, Wearable, and Ubiquitous Technologies (IMWUT), 8(2):46, 2024 |
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