conftrace_

prediction error

56 papers

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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

Ordinal Secretaries with Advice AAAI 2026
A Switching Framework for Online Interval Scheduling with Predictions AAAI 2026
Minimum-Cost Network Flow with Dual Predictions AAAI 2026
When Models Hesitate: Answer Instability as a Label-Free Uncertainty Signal for LLMs ACL 2026
Goal-Oriented Time-Series Forecasting: Foundation Framework Design AAAI 2026
Improved Bounds for Online Facility Location with Predictions AAAI 2025
High-dimensional (Group) Adversarial Training in Linear Regression NIPS 2024
Online Classification with Predictions NIPS 2024
Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression JMLR 2024
Scale-invariant Optimal Sampling for Rare-events Data and Sparse Models NIPS 2024
Learning-Based Algorithms for Graph Searching Problems AISTATS 2024
Learning-Augmented Algorithms for the Bahncard Problem NIPS 2024
Learning the Dynamics of Sparsely Observed Interacting Systems ICML 2023
Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests ICML 2023
Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning AAAI 2023
Discrete-Smoothness in Online Algorithms with Predictions NIPS 2023
Understanding Self-Predictive Learning for Reinforcement Learning ICML 2023
Sorting with Predictions NIPS 2023
Learning-Augmented Algorithms for Online TSP on the Line AAAI 2023
Tight bounds for minimum $\ell_1$-norm interpolation of noisy data AISTATS 2022
Online Bin Packing with Predictions IJCAI 2022
Online Page Migration with ML Advice AISTATS 2022
Learning-Augmented Algorithms for Online Steiner Tree AAAI 2022
Robustification of Online Graph Exploration Methods AAAI 2022
On Learning Mixture of Linear Regressions in the Non-Realizable Setting ICML 2022