Papers
4,025 papers found
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
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis
Sloan Nietert, Ziv Goldfeld, Rachel Cummings
PAC Learning of Quantum Measurement Classes : Sample Complexity Bounds and Universal Consistency
Arun Padakandla, Abram Magner
PACm-Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime
Warren R. Morningstar, Alex Alemi, Joshua V. Dillon
PAC Mode Estimation using PPR Martingale Confidence Sequences
Shubham Anand Jain, Rohan Shah, Sanit Gupta et al.
PAC Top-$k$ Identification under SST in Limited Rounds
Arpit Agarwal, Sanjeev Khanna, Prathamesh Patil
Pairwise Fairness for Ordinal Regression
Matthäus Kleindessner, Samira Samadi, Muhammad Bilal Zafar et al.
Pairwise Supervision Can Provably Elicit a Decision Boundary
Han Bao, Takuya Shimada, Liyuan Xu et al.
Parallel MCMC Without Embarrassing Failures
Daniel A. De Souza, Diego Mesquita, Samuel Kaski et al.