Papers
12094 papers
TMLR2025
Uncertainty-Aware Surrogate-based Amortized Bayesian Inference for Computationally Expensive Models
Summary pending...
TMLR2025
The Internal Growth Function: A More General PAC Framework for Scenario Decision Making
Summary pending...
TMLR2025
Enhancing Concept Localization in CLIP-based Concept Bottleneck Models
Summary pending...
TMLR2025
Sublinear Algorithms for Estimating Wasserstein and TV Distances: Applications to Fairness and Privacy Auditing
Summary pending...
TMLR2025
Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models
Summary pending...
TMLR2025
A Unifying Framework for Parallelizing Sequential Models with Linear Dynamical Systems
Summary pending...
TMLR2025
Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration
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
How Well Can Preference Optimization Generalize Under Noisy Feedback?
Summary pending...
TMLR2025
Prompt Estimation from Prototypes for Federated Prompt Tuning of Vision Transformers
Summary pending...
TMLR2025
The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning
Summary pending...