2d ago 90
Orion-Bix: Bi-Axial Attention for Tabular In-Context Learning
Orion-Bix: Bi-Axial Attention for Tabular In-Context Learning
2d ago 90
A unified framework for geometry-independent operator learning in cardiac electrophysiology simulations
A unified framework for geometry-independent operator learning in cardiac electrophysiology simulations
2d ago 90
Generalization of Diffusion Models Arises with a Balanced Representation Space
Generalization of Diffusion Models Arises with a Balanced Representation Space
2d ago 90
EvoXplain: When Machine Learning Models Agree on Predictions but Disagree on Why -- Measuring Mechanistic Multiplicity Across Training Runs
EvoXplain: When Machine Learning Models Agree on Predictions but Disagree on Why -- Measuring Mechanistic Multiplicity Across Training Runs
2d ago 90
Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
2d ago 90
Building Production-Ready Probes For Gemini
Building Production-Ready Probes For Gemini
2d ago 90
Shortest-Path Flow Matching with Mixture-Conditioned Bases for OOD Generalization to Unseen Conditions
Shortest-Path Flow Matching with Mixture-Conditioned Bases for OOD Generalization to Unseen Conditions
2d ago 90
Provably Robust Bayesian Counterfactual Explanations under Model Changes
Provably Robust Bayesian Counterfactual Explanations under Model Changes
2d ago 90
Tractable Gaussian Phase Retrieval with Heavy Tails and Adversarial Corruption with Near-Linear Sample Complexity
Tractable Gaussian Phase Retrieval with Heavy Tails and Adversarial Corruption with Near-Linear Sample Complexity
2d ago 90
Rank-1 Approximation of Inverse Fisher for Natural Policy Gradients in Deep Reinforcement Learning
Rank-1 Approximation of Inverse Fisher for Natural Policy Gradients in Deep Reinforcement Learning
2d ago 90
Analysis of Control Bellman Residual Minimization for Markov Decision Problem
Analysis of Control Bellman Residual Minimization for Markov Decision Problem
2d ago 90
Implicit Hypothesis Testing and Divergence Preservation in Neural Network Representations
Implicit Hypothesis Testing and Divergence Preservation in Neural Network Representations
2d ago 90
Transform-Augmented GRPO Improves Pass@k
Transform-Augmented GRPO Improves Pass@k
2d ago 90
TABES: Trajectory-Aware Backward-on-Entropy Steering for Masked Diffusion Models
TABES: Trajectory-Aware Backward-on-Entropy Steering for Masked Diffusion Models
2d ago 90
Scalable Spatio-Temporal SE(3) Diffusion for Long-Horizon Protein Dynamics
Scalable Spatio-Temporal SE(3) Diffusion for Long-Horizon Protein Dynamics
2d ago 90
Expanding the Capabilities of Reinforcement Learning via Text Feedback
Expanding the Capabilities of Reinforcement Learning via Text Feedback
2d ago 90
Learning to Explore with Parameter-Space Noise: A Deep Dive into Parameter-Space Noise for Reinforcement Learning with Verifiable Rewards
Learning to Explore with Parameter-Space Noise: A Deep Dive into Parameter-Space Noise for Reinforcement Learning with Verifiable Rewards
2d ago 90
Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding
Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding
2d ago 90
The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting
The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting
2d ago 90
A Function-Space Stability Boundary for Generalization in Interpolating Learning Systems
A Function-Space Stability Boundary for Generalization in Interpolating Learning Systems
2d ago 90
Live or Lie: Action-Aware Capsule Multiple Instance Learning for Risk Assessment in Live Streaming Platforms
Live or Lie: Action-Aware Capsule Multiple Instance Learning for Risk Assessment in Live Streaming Platforms
2d ago 90
Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorithm
Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorithm
2d ago 90
Variational Speculative Decoding: Rethinking Draft Training from Token Likelihood to Sequence Acceptance
Variational Speculative Decoding: Rethinking Draft Training from Token Likelihood to Sequence Acceptance
2d ago 90
Escaping Local Minima Provably in Non-convex Matrix Sensing: A Deterministic Framework via Simulated Lifting
Escaping Local Minima Provably in Non-convex Matrix Sensing: A Deterministic Framework via Simulated Lifting
2d ago 90
ContextBench: A Benchmark for Context Retrieval in Coding Agents
ContextBench: A Benchmark for Context Retrieval in Coding Agents
2d ago 90
Dense Neural Networks are not Universal Approximators
Dense Neural Networks are not Universal Approximators
2d ago 90
A Thermodynamic Theory of Learning Part II: Critical Period Closure and Continual Learning Failure
A Thermodynamic Theory of Learning Part II: Critical Period Closure and Continual Learning Failure
2d ago 90
Distribution-Free Robust Predict-Then-Optimize in Function Spaces
Distribution-Free Robust Predict-Then-Optimize in Function Spaces
2d ago 90
Breaking the Simplification Bottleneck in Amortized Neural Symbolic Regression
Breaking the Simplification Bottleneck in Amortized Neural Symbolic Regression
2d ago 90
Learning to Remember, Learn, and Forget in Attention-Based Models
Learning to Remember, Learn, and Forget in Attention-Based Models
2d ago 90
Importance inversion transfer identifies shared principles for cross-domain learning
Importance inversion transfer identifies shared principles for cross-domain learning
2d ago 90
UniComp: A Unified Evaluation of Large Language Model Compression via Pruning, Quantization and Distillation
UniComp: A Unified Evaluation of Large Language Model Compression via Pruning, Quantization and Distillation
2d ago 90
Beyond Student: An Asymmetric Network for Neural Network Inheritance
Beyond Student: An Asymmetric Network for Neural Network Inheritance
2d ago 90
Fully-automated sleep staging: multicenter validation of a generalizable deep neural network for Parkinson's disease and isolated REM sleep behavior disorder
Fully-automated sleep staging: multicenter validation of a generalizable deep neural network for Parkinson's disease and isolated REM sleep behavior disorder
2d ago 90
A Controlled Study of Double DQN and Dueling DQN Under Cross-Environment Transfer
A Controlled Study of Double DQN and Dueling DQN Under Cross-Environment Transfer
2d ago 90
Infusion: Shaping Model Behavior by Editing Training Data via Influence Functions
Infusion: Shaping Model Behavior by Editing Training Data via Influence Functions
2d ago 90
Neural Score Matching for High-Dimensional Causal Inference
Neural Score Matching for High-Dimensional Causal Inference
2d ago 90
Airway Tree Modeling Using Dual-channel 3D UNet 3+ with Vesselness Prior
Airway Tree Modeling Using Dual-channel 3D UNet 3+ with Vesselness Prior
2d ago 90
Fine-grained Analysis of Non-parametric Estimation for Pairwise Learning
Fine-grained Analysis of Non-parametric Estimation for Pairwise Learning
2d ago 90
Diffusion posterior sampling for simulation-based inference in tall data settings
Diffusion posterior sampling for simulation-based inference in tall data settings
2d ago 90
Tensor learning with orthogonal, Lorentz, and symplectic symmetries
Tensor learning with orthogonal, Lorentz, and symplectic symmetries
2d ago 90
Exponential time differencing for matrix-valued dynamical systems
Exponential time differencing for matrix-valued dynamical systems
2d ago 90
Bridging Explainability and Embeddings: BEE Aware of Spuriousness
Bridging Explainability and Embeddings: BEE Aware of Spuriousness
2d ago 90
When Speculation Spills Secrets: Side Channels via Speculative Decoding In LLMs
When Speculation Spills Secrets: Side Channels via Speculative Decoding In LLMs
2d ago 90
End to End Collaborative Synthetic Data Generation
End to End Collaborative Synthetic Data Generation
2d ago 90
Auditing a Dutch Public Sector Risk Profiling Algorithm Using an Unsupervised Bias Detection Tool
Auditing a Dutch Public Sector Risk Profiling Algorithm Using an Unsupervised Bias Detection Tool
2d ago 90
EmbBERT: Attention Under 2 MB Memory
EmbBERT: Attention Under 2 MB Memory
2d ago 90
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
2d ago 90
Multi-Objective Bayesian Optimization for Networked Black-Box Systems: A Path to Greener Profits and Smarter Designs
Multi-Objective Bayesian Optimization for Networked Black-Box Systems: A Path to Greener Profits and Smarter Designs
2d ago 90
Decentralized Reinforcement Learning for Multi-Agent Multi-Resource Allocation via Dynamic Cluster Agreements
Decentralized Reinforcement Learning for Multi-Agent Multi-Resource Allocation via Dynamic Cluster Agreements