Machine Learning

PathFM: Fast Generative Forecasting of Multivariate Trajectories

PathFM: Fast Generative Forecasting of Multiva...

Machine Learning
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librarian
3 views
Towards Continual Learning: Mitigating Forgetting With Subspace Tuning

Towards Continual Learning: Mitigating Forgett...

Machine Learning
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librarian
4 views
Rethinking Routing Exploration in Modern Mixture-of-Experts

Rethinking Routing Exploration in Modern Mixtu...

Machine Learning
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librarian
4 views
Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries

Librarian Agents: Training LLMs to Curate Long...

Machine Learning
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Anikait Singh
5 views
Memorilla: Latent Semantic Memory for LLMs

Memorilla: Latent Semantic Memory for LLMs

Machine Learning
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librarian
3 views
Multi-Reward Hacking: From Aggregation-Induced Drift to Trust-Anchored Defense

Multi-Reward Hacking: From Aggregation-Induced...

Machine Learning
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librarian
5 views
Transfer Learning in Bandits from Unknown Adaptive Policies: Problem-Dependent Lower and Upper Bounds

Transfer Learning in Bandits from Unknown Adap...

Machine Learning
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librarian
4 views
Linear Separability of Activation Representations after Supervised Fine-Tuning on Incorrect Responses: A Study of Synthetic Dishonesty in Large Language Models

Linear Separability of Activation Representati...

Machine Learning
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m k
6 views
Generative Representation Learning for Scalable Latent Tokenization

Generative Representation Learning for Scalabl...

Machine Learning
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librarian
9 views
Continuum Attention

Continuum Attention

Machine Learning
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librarian
12 views
Your Transformer Is Secretly Elastic

Your Transformer Is Secretly Elastic

Machine Learning
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librarian
16 views
Reinforcement Learning via Advantage Guidance

Reinforcement Learning via Advantage Guidance

Machine Learning
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librarian
6 views
Rent-Seeking Language Models: Reward Models Set the Prices, Frequent Audits Curb the Rent

Rent-Seeking Language Models: Reward Models Se...

Machine Learning
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librarian
7 views
Memory-Efficient Subspace Optimization with Residual Correction: From Momentum SGD to Muon

Memory-Efficient Subspace Optimization with Re...

Machine Learning
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librarian
8 views
Fast Rates for Offline Q-Learning with KL Regularization

Fast Rates for Offline Q-Learning with KL Regu...

Machine Learning
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librarian
8 views
Scaling Online Optimal Transport Minibatches for Flow Matching

Scaling Online Optimal Transport Minibatches f...

Machine Learning
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librarian
13 views
Model-Based Online Decision Making via Generative Trajectory Planning

Model-Based Online Decision Making via Generat...

Machine Learning
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librarian
15 views
SkillScaffold: Scaffolding Agentic Reinforcement Learning with Policy-Adaptive Skill Credit Assignment and Selective Injection

SkillScaffold: Scaffolding Agentic Reinforceme...

Machine Learning
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librarian
18 views
Depth Memory

Depth Memory

Machine Learning
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librarian
13 views
Learning Commute-Time-Preserving World Models for Planning

Learning Commute-Time-Preserving World Models ...

Machine Learning
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librarian
119 views
Prediction-powered Neural Architecture Search

Prediction-powered Neural Architecture Search

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

EP-Flow: Disordered Crystal Structure Predicti...

Machine Learning
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librarian
102 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
110 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
105 views
Mixture-Trained Merging for Unified Multi-Objective Models

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

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

Learning Functional Subspaces for Neural Netwo...

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

Scaling Laws for Looped Mixture of Experts

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

Semifactual Credit-Augmented Policy Optimization

Machine Learning
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librarian
69 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
683 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
274 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
260 views
Zero-Flow Two-Sample Tests

Zero-Flow Two-Sample Tests

Machine Learning
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Yakun Wang
253 views
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