Papers
On a Combination of Alternating Minimization and Nesterov’s Momentum
Sergey Guminov, Pavel Dvurechensky, Nazarii Tupitsa et al.
On Characterizing GAN Convergence Through Proximal Duality Gap
Sahil Sidheekh, Aroof Aimen, Narayanan C Krishnan
On Disentangled Representations Learned from Correlated Data
Frederik Träuble, Elliot Creager, Niki Kilbertus et al.
One for One, or All for All: Equilibria and Optimality of Collaboration in Federated Learning
Avrim Blum, Nika Haghtalab, Richard Lanas Phillips et al.
On Energy-Based Models with Overparametrized Shallow Neural Networks
Carles Domingo-Enrich, Alberto Bietti, Eric Vanden-Eijnden et al.
One Pass Late Fusion Multi-view Clustering
Xinwang Liu, Li Liu, Qing Liao et al.
Oneshot Differentially Private Top-k Selection
Gang Qiao, Weijie Su, Li Zhang
One-sided Frank-Wolfe algorithms for saddle problems
Vladimir Kolmogorov, Thomas Pock
On Estimation in Latent Variable Models
Guanhua Fang, Ping Li
On Explainability of Graph Neural Networks via Subgraph Explorations
Hao Yuan, Haiyang Yu, Jie Wang et al.
On Learnability via Gradient Method for Two-Layer ReLU Neural Networks in Teacher-Student Setting
Shunta Akiyama, Taiji Suzuki
On Limited-Memory Subsampling Strategies for Bandits
Dorian Baudry, Yoan Russac, Olivier Cappé
Online A-Optimal Design and Active Linear Regression
Xavier Fontaine, Pierre Perrault, Michal Valko et al.
On Linear Identifiability of Learned Representations
Geoffrey Roeder, Luke Metz, Durk Kingma
Online Graph Dictionary Learning
Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary et al.
Online Learning for Load Balancing of Unknown Monotone Resource Allocation Games
Ilai Bistritz, Nicholas Bambos
Online Learning in Unknown Markov Games
Yi Tian, Yuanhao Wang, Tiancheng Yu et al.
Online Learning with Optimism and Delay
Genevieve E Flaspohler, Francesco Orabona, Judah Cohen et al.
Online Limited Memory Neural-Linear Bandits with Likelihood Matching
Ofir Nabati, Tom Zahavy, Shie Mannor
Online Optimization in Games via Control Theory: Connecting Regret, Passivity and Poincaré Recurrence
Yun Kuen Cheung, Georgios Piliouras
Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with $\sqrt$T Regret
Asaf B Cassel, Tomer Koren
Online Selection Problems against Constrained Adversary
Zhihao Jiang, Pinyan Lu, Zhihao Gavin Tang et al.
Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems
Pier Giuseppe Sessa, Ilija Bogunovic, Andreas Krause et al.
Online Unrelated Machine Load Balancing with Predictions Revisited
Shi Li, Jiayi Xian
On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization
Xu Cai, Jonathan Scarlett