Papers
12094 papers
ICML2023
Quantitative Universal Approximation Bounds for Deep Belief Networks
Summary pending...
ICML2023
Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation
Summary pending...
ICML2023
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation
Summary pending...
ICML2023
NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation
Summary pending...
ICML2023
Certified Robust Neural Networks: Generalization and Corruption Resistance
Summary pending...
ICML2023
Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective
Summary pending...
ICML2023
Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes
Summary pending...
ICML2023
Sampling-Based Accuracy Testing of Posterior Estimators for General Inference
Summary pending...
ICML2023
Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation
Summary pending...
ICML2023
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models
Summary pending...
ICML2023
Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning
Summary pending...