Papers

12094 papers

ICML2023

Second-Order Optimization with Lazy Hessians

Summary pending...

ICML2023

Self-Interpretable Time Series Prediction with Counterfactual Explanations

Summary pending...

ICML2023

Kernel Logistic Regression Approximation of an Understandable ReLU Neural Network

Summary pending...

ICML2023

Achieving Linear Speedup in Non-IID Federated Bilevel Learning

Summary pending...

ICML2023

Exponential Smoothing for Off-Policy Learning

Summary pending...

ICML2023

Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction

Summary pending...

ICML2023

In Search for a Generalizable Method for Source Free Domain Adaptation

Summary pending...

ICML2023

Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning

Summary pending...

ICML2023

Learning Prescriptive ReLU Networks

Summary pending...

ICML2023

GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency

Summary pending...

ICML2023

Input uncertainty propagation through trained neural networks

Summary pending...

ICML2023

Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference

Summary pending...

ICML2023

SGD with Large Step Sizes Learns Sparse Features

Summary pending...

ICML2023

Learning Compiler Pass Orders using Coreset and Normalized Value Prediction

Summary pending...

ICML2023

A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems

Summary pending...

ICML2023

On Coresets for Clustering in Small Dimensional Euclidean spaces

Summary pending...

ICML2023

On Computing Optimal Tree Ensembles

Summary pending...

ICML2023

Cramming: Training a Language Model on a single GPU in one day.

Summary pending...

ICML2023

Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation

Summary pending...

ICML2023

Multi-Objective GFlowNets

Summary pending...