Papers
12094 papers
ICML2023
Neural signature kernels as infinite-width-depth-limits of controlled ResNets
Summary pending...
ICML2023
Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates
Summary pending...
ICML2023
Naive imputation implicitly regularizes high-dimensional linear models
Summary pending...
ICML2023
Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond
Summary pending...
ICML2023
Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron
Summary pending...
ICML2023
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models
Summary pending...
ICML2023
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming
Summary pending...
ICML2023
Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels
Summary pending...
ICML2023
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search
Summary pending...
ICML2023
Critical Points and Convergence Analysis of Generative Deep Linear Networks Trained with Bures-Wasserstein Loss
Summary pending...
ICML2023
Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning
Summary pending...
ICML2023
A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions
Summary pending...