Papers
12094 papers
TMLR2025
Future-aware Safe Active Learning of Time Varying Systems using Gaussian Processes
Summary pending...
TMLR2025
Speech Synthesis By Unrolling Diffusion Process using Neural Network Layers
Summary pending...
TMLR2025
Generalized Tangent Kernel: A Unified Geometric Foundation for Natural Gradient and Standard Gradient
Summary pending...
TMLR2025
Lognormal Mutations and their Use in Detecting Surreptitious Fake Images
Summary pending...
TMLR2025
The Sparse Matrix-Based Random Projection: A Study of Binary and Ternary Quantization
Summary pending...
TMLR2025
Convex Relaxation for Solving Large-Margin Classifiers in Hyperbolic Space
Summary pending...
TMLR2025
Bridging Causality, Individual Fairness, and Adversarial Robustness in the Absence of Structural Causal Model
Summary pending...
TMLR2025
Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokens
Summary pending...
TMLR2025
Preventing Conflicting Gradients in Neural Marked Temporal Point Processes
Summary pending...
TMLR2025
The RealHumanEval: Evaluating Large Language Models’ Abilities to Support Programmers
Summary pending...
TMLR2025
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning
Summary pending...
TMLR2025
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs)
Summary pending...
TMLR2025
The Elusive Pursuit of Reproducing PATE-GAN: Benchmarking, Auditing, Debugging
Summary pending...
TMLR2025
Evaluation of Best-of-N Sampling Strategies for Language Model Alignment
Summary pending...