Papers
12094 papers
TMLR2025
On the Low-Rank Parametrization of Reward Models for Controlled Language Generation
Summary pending...
TMLR2025
Beyond Grids: Multi-objective Bayesian Optimization With Adaptive Discretization
Summary pending...
TMLR2025
G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving
Summary pending...
TMLR2025
YoooP: You Only Optimize One Prototype per Class for Non-Exemplar Incremental Learning
Summary pending...
TMLR2025
Unified Wisdom: Harnessing Collaborative Learning to Improve Efficacy of Knowledge Distillation
Summary pending...
TMLR2025
Variance Reduced Smoothed Functional REINFORCE Policy Gradient Algorithms
Summary pending...
TMLR2025
What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions
Summary pending...
TMLR2025
Beyond ordinary Lipschitz constraints: Differentially Private optimization with TNC
Summary pending...
TMLR2025
Complementarity: Toward Better Metrics and Optimizing Data Efficiency in LLMs
Summary pending...
TMLR2025
Probabilities of Chat LLMs Are Miscalibrated but Still Predict Correctness on Multiple-Choice Q&A
Summary pending...
TMLR2025
SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks
Summary pending...
TMLR2025
Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Functions
Summary pending...
TMLR2025
MUC: Machine Unlearning for Contrastive Learning with Black-box Evaluation
Summary pending...