Papers
12094 papers
TMLR2025
Sublinear Algorithms for Estimating Wasserstein and TV Distances: Applications to Fairness and Privacy Auditing
Summary pending...
TMLR2025
On a Gradient Approach to Chebyshev Center Problems with Applications to Function Learning
Summary pending...
TMLR2025
Efficient Dilated Squeeze and Excitation Neural Operator for Differential Equations
Summary pending...
TMLR2025
Exploring Perceptual Limitations of Multimodal LLMs on Small Visual Objects
Summary pending...
TMLR2025
Guess-and-Learn (G&L): Measuring the Cumulative Error Cost of Cold-Start Adaptation
Summary pending...
TMLR2025
Federated Learning with Uncertainty and Personalization via Efficient Second-order Optimization
Summary pending...
TMLR2025
Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos
Summary pending...
TMLR2025
mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale
Summary pending...
TMLR2025
When Attention Collapses: How Degenerate Layers in LLMs Enable Smaller, Stronger Models
Summary pending...
TMLR2025
$$\texttt{C2-DPO}$$: Constrained Controlled Direct Preference Optimization
Summary pending...