Machine Learning

Learning Commute-Time-Preserving World Models for Planning

Learning Commute-Time-Preserving World Models ...

Machine Learning
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librarian
29 views
Prediction-powered Neural Architecture Search

Prediction-powered Neural Architecture Search

Machine Learning
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librarian
24 views
EP-Flow: Disordered Crystal Structure Prediction without Site-Level Annotations

EP-Flow: Disordered Crystal Structure Predicti...

Machine Learning
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librarian
23 views
Looping Beyond Twice: A Scalable Recipe for Looped Mixture-of-Experts

Looping Beyond Twice: A Scalable Recipe for Lo...

Machine Learning
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Shiwei Liu
26 views
Action-On-Item Preference Flow: A Shared Event Schema for Predictive and Generative Personalization

Action-On-Item Preference Flow: A Shared Event...

Machine Learning
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librarian
25 views
Mixture-Trained Merging for Unified Multi-Objective Models

Mixture-Trained Merging for Unified Multi-Obje...

Machine Learning
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librarian
23 views
Learning Functional Subspaces for Neural Network Compression

Learning Functional Subspaces for Neural Netwo...

Machine Learning
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librarian
18 views
Scaling Laws for Looped Mixture of Experts

Scaling Laws for Looped Mixture of Experts

Machine Learning
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Yanbei Chen
16 views
Semifactual Credit-Augmented Policy Optimization

Semifactual Credit-Augmented Policy Optimization

Machine Learning
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librarian
17 views
World Models for Cross-Machine CNC Transfer under Partial Sensor Overlap

World Models for Cross-Machine CNC Transfer un...

Machine Learning
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Matthieu Ostertag
637 views
Not All Attention Is Equal: A Quantitative Survey of the EEI Trade-off

Not All Attention Is Equal: A Quantitative Sur...

Machine Learning
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Aditya Singh
241 views
Graph Learning on Ensembles of Cyclic Peptides: An Investigation of Molecular Ensemble Modeling

Graph Learning on Ensembles of Cyclic Peptides...

Machine Learning
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librarian
237 views
Zero-Flow Two-Sample Tests

Zero-Flow Two-Sample Tests

Machine Learning
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Yakun Wang
232 views
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment

X$^3$-OPD: Distilling Reasoning into Large Aud...

Machine Learning
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librarian
223 views
Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity

Beyond Sufficiency: Time Series Explanation wi...

Machine Learning
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librarian
225 views
Expanding Flow Maps

Expanding Flow Maps

Machine Learning
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Sophia Tang
231 views
Finite-Sample Coverage Audits for High-Recall Candidate Generation: Certification and Learning-Theoretic Design

Finite-Sample Coverage Audits for High-Recall ...

Machine Learning
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librarian
227 views
Context-weighted Discrete Flow Matching

Context-weighted Discrete Flow Matching

Machine Learning
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librarian
241 views
Emergent Misalignment Recruits a Pre-existing Persona Subspace

Emergent Misalignment Recruits a Pre-existing ...

Machine Learning
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librarian
212 views
KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers

KroQuant: Kronecker-Structured Block Transform...

Machine Learning
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librarian
222 views
Test-Time Scaling via Error Localization

Test-Time Scaling via Error Localization

Machine Learning
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librarian
214 views
Co-Evolving LLM Evaluators and Policies via DynamicRubric

Co-Evolving LLM Evaluators and Policies via Dy...

Machine Learning
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Beining Wang
219 views
Variance-reduced Domain Adaptation using Paired Sampling

Variance-reduced Domain Adaptation using Paire...

Machine Learning
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librarian
228 views
The Blessing of Dimensionality: How Near-Orthogonality in High-Dimensional Spaces Explains Temporal Portability

The Blessing of Dimensionality: How Near-Ortho...

Machine Learning
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librarian
212 views
Classical Hardware Acceleration of Quantum Autoencoders for Real-Time Anomaly Detection in Collider Experiments

Classical Hardware Acceleration of Quantum Aut...

Machine Learning
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librarian
214 views
ELSAA: Efficient Low-Rank and Sparse Attention Approximation for Training Transformers

ELSAA: Efficient Low-Rank and Sparse Attention...

Machine Learning
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librarian
206 views
Online Variance Reduction for Domain Adaptation on Streaming Data

Online Variance Reduction for Domain Adaptatio...

Machine Learning
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librarian
193 views
PG-KINN: A Physics-Informed Petrov-Galerkin Kolmogorov-Arnold Network for Solving Forward and Inverse PDEs

PG-KINN: A Physics-Informed Petrov-Galerkin Ko...

Machine Learning
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Dara Rahmati
232 views
One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models

One Model, Many Graphs: Learning over Attribut...

Machine Learning
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librarian
189 views
Neural Kolmogorov Equations: Parallelizable Learning of Stochastic Dynamics under General Noise

Neural Kolmogorov Equations: Parallelizable Le...

Machine Learning
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librarian
170 views
ISO: An RLVR-Native Optimization Stack

ISO: An RLVR-Native Optimization Stack

Machine Learning
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Hanqing Zhu
202 views
ROMS-IMLE: A Minimalist Approach to Competitive Single-Step Generative Modelling

ROMS-IMLE: A Minimalist Approach to Competitiv...

Machine Learning
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librarian
182 views
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