Papers
4,025 papers found
Probabilistic Multilevel Clustering via Composite Transportation Distance
Nhat Ho, Viet Huynh, Dinh Phung et al.
Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models
Anton Mallasto, Søren Hauberg, Aasa Feragen
Probabilistic Semantic Inpainting with Pixel Constrained CNNs
Emilien Dupont, Suhas Suresha
Projection-Free Bandit Convex Optimization
Lin Chen, Mingrui Zhang, Amin Karbasi
Projection Free Online Learning over Smooth Sets
Kfir Levy, Andreas Krause
Provable Robustness of ReLU networks via Maximization of Linear Regions
Francesco Croce, Maksym Andriushchenko, Matthias Hein
Proximal Splitting Meets Variance Reduction
Fabian Pedregosa, Kilian Fatras, Mattia Casotto
Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior
Gaël Letarte, Emilie Morvant, Pascal Germain
Recovery Guarantees For Quadratic Tensors With Sparse Observations
Hongyang Zhang, Vatsal Sharan, Moses Charikar et al.
Region-Based Active Learning
Corinna Cortes, Giulia DeSalvo, Claudio Gentile et al.
Regularized Contextual Bandits
Xavier Fontaine, Quentin Berthet, Vianney Perchet
Renyi Differentially Private ERM for Smooth Objectives
Chen Chen, Jaewoo Lee, Dan Kifer
Reparameterizing Distributions on Lie Groups
Luca Falorsi, Pim de Haan, Tim R. Davidson et al.
Representation Learning on Graphs: A Reinforcement Learning Application
Sephora Madjiheurem, Laura Toni
Resampled Priors for Variational Autoencoders
Matthias Bauer, Andriy Mnih
Restarting Frank-Wolfe
Thomas Kerdreux, Alexandre d’Aspremont, Sebastian Pokutta
Reversible Jump Probabilistic Programming
David A. Roberts, Marcus Gallagher, Thomas Taimre
Revisiting Adversarial Risk
Arun Sai Suggala, Adarsh Prasad, Vaishnavh Nagarajan et al.
Risk-Averse Stochastic Convex Bandit
Adrian Rivera Cardoso, Huan Xu
Risk-Sensitive Generative Adversarial Imitation Learning
Jonathan Lacotte, Mohammad Ghavamzadeh, Yinlam Chow et al.
Robust descent using smoothed multiplicative noise
Matthew J. Holland
Robust Graph Embedding with Noisy Link Weights
Akifumi Okuno, Hidetoshi Shimodaira
Robust Matrix Completion from Quantized Observations
Jie Shen, Pranjal Awasthi, Ping Li