conftrace_

theoretical guarantee

41 papers

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Co-occurring keywords

neural network (6616) deep neural network (1803) algorithm configuration (18) lower bound (173) regret bound (1926) parameter tuning (36) multi-objective optimization (364) distribution shift (722) theoretical analysis (97) sample complexity (1169)

Papers

Uncertainty Principles of Encoding GANs ICML 2021
Mixture Proportion Estimation and PU Learning:A Modern Approach NIPS 2021
On the Intrinsic Differential Privacy of Bagging IJCAI 2021
Error-Bounded Correction of Noisy Labels ICML 2020
Provable Gradient Variance Guarantees for Black-Box Variational Inference NIPS 2019
Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection NIPS 2019
Safe Policy Improvement with Baseline Bootstrapping ICML 2019
Open Problem: The Dependence of Sample Complexity Lower Bounds on Planning Horizon COLT 2018
From the Periphery to the Core: Information Brokerage in an Evolving Network IJCAI 2018
Achieving Non-Discrimination in Prediction IJCAI 2018
Algorithms and Theory for Multiple-Source Adaptation NIPS 2018
A Simple Multi-Class Boosting Framework with Theoretical Guarantees and Empirical Proficiency ICML 2017
The Ladder: A Reliable Leaderboard for Machine Learning Competitions ICML 2015
Smooth Interactive Submodular Set Cover NIPS 2015
Learning Polynomials with Neural Networks ICML 2014
Theoretical Analysis of Heuristic Search Methods for Online POMDPs NIPS 2007