conftrace_

prediction error

56 papers

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Also known as

PE

Co-occurring keywords

online algorithm (445) learning-augmented algorithm (44) competitive ratio (74) online learning (1777) competitive analysis (53) neural network (6616) regret bound (1926) robust optimization (307) machine learning prediction (17) facility location (61)

Papers

Towards One Shot Search Space Poisoning in Neural Architecture Search (Student Abstract) AAAI 2022
Generalization Bounded Implicit Learning of Nearly Discontinuous Functions L4DC 2022
Learning-Augmented Algorithms for Online Steiner Tree AAAI 2022
Robustification of Online Graph Exploration Methods AAAI 2022
Online Search with Best-Price and Query-Based Predictions AAAI 2022
Data-driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps ICML 2021
Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds NIPS 2021
Contract Scheduling With Predictions AAAI 2021
Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink CVPR 2021
Strategic Classification in the Dark ICML 2021
A Unified Framework for Random Forest Prediction Error Estimation JMLR 2021
Gaussian Process-Based Real-Time Learning for Safety Critical Applications ICML 2021
Minimax Bounds for Generalized Linear Models NIPS 2020
Optimal sampling in unbiased active learning AISTATS 2020
Stable Regression: On the Power of Optimization over Randomization JMLR 2020
Flow-based Intrinsic Curiosity Module IJCAI 2020
Online metric algorithms with untrusted predictions ICML 2020
On the number of variables to use in principal component regression NIPS 2019
Statistical Foundations of Virtual Democracy ICML 2019
Performance Monitoring for End-to-End Speech Recognition INTERSPEECH 2019
A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019
On Robustness of Principal Component Regression NIPS 2019
Lipschitz Continuity in Model-based Reinforcement Learning ICML 2018
On Tight Bounds for the Lasso JMLR 2018
Why Is My Classifier Discriminatory? NIPS 2018