10 ANITI scientific publications, have been selected at this year’s NeurIPS conference:
- Numerical influence of ReLU’(0) on backpropagation – David Bertoin (Institut Supérieur de l’Aéronautique et de l’Espace) · Jérôme Bolte (Université Toulouse Capitole and TSE) · Sébastien Gerchinovitz (Université Toulouse 3 – Paul Sabatier) · Edouard Pauwels (IRIT)
- Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates – F Bachoc (IMT) , T Cesari (IMT and TSE) , S Gerchinovitz (Université Toulouse 3 – Paul Sabatier)
- Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis – Thomas FEL (Brown University) · Remi Cadene (Sorbonne University – LIP6) · Mathieu Chalvidal (Brown) · Matthieu Cord (Sorbonne University) · David Vigouroux (IRT Saint Exupery) · Thomas Serre (Brown University)
- Nonsmooth Implicit Differentiation for Machine-Learning and Optimization – Jérôme Bolte (Université Toulouse Capitole and TSE) · Tam Le (Université Toulouse 1 Capitole) · Edouard Pauwels (IRIT) · Tony Silveti-Falls (Toulouse School of Economics)
- Semialgebraic Representation of Monotone Deep Equilibrium Models and Applications to Certification – Tong Chen (LAAS-CNRS) · Jean-Bernard Lasserre · Victor Magron (LAAS-CNRS) · Edouard Pauwels (IRIT)
- Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics – Bhavin Choksi (CNRS) · Milad Mozafari (CNRS) · Callum Biggs O’May (Centre de Recherche Cerveau et Cognition) · B. ADOR (Centre de Recherche Cerveau et Cognition) · Andrea Alamia (CNRS) · Rufin VanRullen (CNRS – CerCo (Toulouse)
- Tracking Without Re-recognition in Humans and Machines – Drew Linsley (Brown University) · Girik Malik (Northeastern University) · Junkyung Kim (DeepMind) · Lakshmi Narasimhan Govindarajan (Brown University) · Ennio Mingolla (Northeastern University) · Thomas Serre (Brown University)
- Unbalanced Optimal Transport through Non-negative Penalized Linear Regression – Laetitia Chapel · Rémi Flamary, Haoran Wu · Cédric Févotte · Gilles Gasso
- A novel notion of barycenter for probability distributions based on optimal weak mass transport Elsa Cazelles · Felipe Tobar · Fontbona
- A New Theoretical Framework for Fast and Accurate Online Decision-Making – Nicolò Cesa-Bianchi, Tom Cesari, Yishay Mansour, Vianney Perchet
Congratulations to all for these great achievement and contributions to the field of Artificial Intelligence research.
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