Papers

12094 papers

ICML2023

Multi-Objective GFlowNets

Summary pending...

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ICML2023

A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models

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ICML2023

Trompt: Towards a Better Deep Neural Network for Tabular Data

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ICML2023

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits

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ICML2023

Analyzing Diffusion as Serial Reproduction

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ICML2023

Online Restless Bandits with Unobserved States

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ICML2023

Adaptive Barrier Smoothing for First-Order Policy Gradient with Contact Dynamics

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ICML2023

Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization

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ICML2023

The case for 4-bit precision: k-bit Inference Scaling Laws

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ICML2023

MyoDex: A Generalizable Prior for Dexterous Manipulation

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ICML2023

Network Effects in Performative Prediction Games

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ICML2023

Uncertainty Estimation by Fisher Information-based Evidential Deep Learning

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ICML2023

Robust and Scalable Bayesian Online Changepoint Detection

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ICML2023

Fair and Accurate Decision Making through Group-Aware Learning

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ICML2023

Covariate balancing using the integral probability metric for causal inference

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ICML2023

Provable Benefit of Mixup for Finding Optimal Decision Boundaries

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ICML2023

Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts

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ICML2023

Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs

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ICML2023

Is Overfitting Necessary for Implicit Video Representation?

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ICML2023

CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks

Summary pending...

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