Papers
12094 papers
ICML2024
Sample Complexity Bounds for Estimating Probability Divergences under Invariances
Summary pending...
ICML2024
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
Summary pending...
ICML2024
Sparsest Models Elude Pruning: An Exposé of Pruning’s Current Capabilities
Summary pending...
ICML2024
Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning
Summary pending...
ICML2024
Inexact Newton-type Methods for Optimisation with Nonnegativity Constraints
Summary pending...
ICML2024
MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation
Summary pending...
ICML2024
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Summary pending...
ICML2024
Causal Inference out of Control: Estimating Performativity without Treatment Randomization
Summary pending...
ICML2024
Memorization Through the Lens of Curvature of Loss Function Around Samples
Summary pending...
ICML2024
Position: Relational Deep Learning - Graph Representation Learning on Relational Databases
Summary pending...
ICML2024
Position: AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research
Summary pending...
ICML2024
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
Summary pending...
ICML2024
Generalized Preference Optimization: A Unified Approach to Offline Alignment
Summary pending...