Papers
On the Consistency of Max-Margin Losses
Alex Nowak, Alessandro Rudi, Francis Bach
On the Convergence of Continuous Constrained Optimization for Structure Learning
Ignavier Ng, Sebastien Lachapelle, Nan Rosemary Ke et al.
On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging
Chris Junchi Li, Yaodong Yu, Nicolas Loizou et al.
On the Convergence Rate of Off-Policy Policy Optimization Methods with Density-Ratio Correction
Jiawei Huang, Nan Jiang
On the equivalence of Oja’s algorithm and GROUSE
Laura Balzano
On the Generalization of Representations in Reinforcement Learning
Charline Le Lan, Stephen Tu, Adam Oberman et al.
On the Global Optimum Convergence of Momentum-based Policy Gradient
Yuhao Ding, Junzi Zhang, Javad Lavaei
On the Implicit Bias of Gradient Descent for Temporal Extrapolation
Edo Cohen-Karlik, Avichai Ben David, Nadav Cohen et al.
On the Interplay between Information Loss and Operation Loss in Representations for Classification
Jorge Silva, Felipe Tobar
On the Oracle Complexity of Higher-Order Smooth Non-Convex Finite-Sum Optimization
Nicolas Emmenegger, Rasmus Kyng, Ahad N. Zehmakan
On the Value of Prior in Online Learning to Rank
Branislav Kveton, Ofer Meshi, Masrour Zoghi et al.
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization
Jungtaek Kim, Seungjin Choi
Optimal Accounting of Differential Privacy via Characteristic Function
Yuqing Zhu, Jinshuo Dong, Yu-Xiang Wang
Optimal channel selection with discrete QCQP
Yeonwoo Jeong, Deokjae Lee, Gaon An et al.
Optimal Compression of Locally Differentially Private Mechanisms
Abhin Shah, Wei-Ning Chen, Johannes Ballé et al.
Optimal Design of Stochastic DNA Synthesis Protocols based on Generative Sequence Models
Eli N. Weinstein, Alan N. Amin, Will S. Grathwohl et al.
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond
Dheeraj Baby, Yu-Xiang Wang
Optimal estimation of Gaussian DAG models
Ming Gao, Wai Ming Tai, Bryon Aragam
Optimal partition recovery in general graphs
Yi Yu, Oscar Madrid, Alessandro Rinaldo
Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits
Youming Tao, Yulian Wu, Peng Zhao et al.
Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm
Dávid Terjék, Diego González-Sánchez
Optimizing Early Warning Classifiers to Control False Alarms via a Minimum Precision Constraint
Preetish Rath, Michael Hughes
Orbital MCMC
Kirill Neklyudov, Max Welling
Orthogonal Multi-Manifold Enriching of Directed Networks
Ramit Sawhney, Shivam Agarwal, Atula T. Neerkaje et al.
Outcome Assumptions and Duality Theory for Balancing Weights
David A. Bruns-Smith, Avi Feller