Papers
12094 papers
TMLR2025
Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation
Summary pending...
TMLR2025
Large-Scale Targeted Cause Discovery via Learning from Simulated Data
Summary pending...
TMLR2025
Enabling Automatic Differentiation with Mollified Graph Neural Operators
Summary pending...
TMLR2025
Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks
Summary pending...
TMLR2025
Heterogeneous Knowledge for Augmented Modular Reinforcement Learning
Summary pending...
TMLR2025
Cardinality Sparsity: Applications in Matrix-Matrix Multiplications and Machine Learning
Summary pending...
TMLR2025
One-Shot Federated Distillation Using Monoclass Teachers: A Study of Knowledge Fragmentation and Out-of-Distribution Supervision
Summary pending...
TMLR2025
Diversity-Enhanced and Classification-Aware Prompt Learning for Few-Shot Learning via Stable Diffusion
Summary pending...
TMLR2025
Convergence Properties of Natural Gradient Descent for Minimizing KL Divergence
Summary pending...
TMLR2025
Unlearning Misalignment for Personalized LLM Adaptation via Instance-Response-Dependent Discrepancies
Summary pending...
TMLR2025
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation
Summary pending...
TMLR2025
Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language Models
Summary pending...
TMLR2025
Head-Specific Intervention Can Induce Misaligned AI Coordination in Large Language Models
Summary pending...