Machine Learning

Symbol-Equivariant Recurrent Reasoning Models

Symbol-Equivariant Recurrent Reasoning Models

Machine Learning
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librarian
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Recursive Models for Long-Horizon Reasoning

Recursive Models for Long-Horizon Reasoning

Machine Learning
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librarian
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Multi-Head Low-Rank Attention

Multi-Head Low-Rank Attention

Machine Learning
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librarian
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Frontier Models Can Take Actions at Low Probabilities

Frontier Models Can Take Actions at Low Probab...

Machine Learning
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Alex Serrano
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Scalable Multi-Task Low-Rank Model Adaptation

Scalable Multi-Task Low-Rank Model Adaptation

Machine Learning
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librarian
0 views
FlashOptim: Optimizers for Memory Efficient Training

FlashOptim: Optimizers for Memory Efficient Tr...

Machine Learning
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Jose Gonzalez Ortiz
7 views
SOTAlign: Semi-Supervised Alignment of Unimodal Vision and Language Models via Optimal Transport

SOTAlign: Semi-Supervised Alignment of Unimoda...

Machine Learning
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librarian
6 views
A Dataset is Worth 1 MB

A Dataset is Worth 1 MB

Machine Learning
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Elad Kimchi Shoshani
7 views
Learning in the Null Space: Small Singular Values for Continual Learning

Learning in the Null Space: Small Singular Val...

Machine Learning
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Cuong Anh Pham
15 views
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL

GUI-Libra: Training Native GUI Agents to Reaso...

Machine Learning
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librarian
14 views
Provable Last-Iterate Convergence for Multi-Objective Safe LLM Alignment via Optimistic Primal-Dual

Provable Last-Iterate Convergence for Multi-Ob...

Machine Learning
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librarian
15 views
Why Pass@k Optimization Can Degrade Pass@1: Prompt Interference in LLM Post-training

Why Pass@k Optimization Can Degrade Pass@1: Pr...

Machine Learning
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librarian
16 views
Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking

Untied Ulysses: Memory-Efficient Context Paral...

Machine Learning
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librarian
15 views
Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs

Learning from Trials and Errors: Reflective Te...

Machine Learning
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Yining Hong
14 views
Training-Free Generative Modeling via Kernelized Stochastic Interpolants

Training-Free Generative Modeling via Kerneliz...

Machine Learning
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librarian
39 views
A Theory of How Pretraining Shapes Inductive Bias in Fine-Tuning

A Theory of How Pretraining Shapes Inductive B...

Machine Learning
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Nicolás Anguita
43 views
LAD: Learning Advantage Distribution for Reasoning

LAD: Learning Advantage Distribution for Reasoning

Machine Learning
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Wendi Li
17 views
Behavior Learning (BL): Learning Hierarchical Optimization Structures from Data

Behavior Learning (BL): Learning Hierarchical ...

Machine Learning
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librarian
18 views
Reverso: Efficient Time Series Foundation Models for Zero-shot Forecasting

Reverso: Efficient Time Series Foundation Mode...

Machine Learning
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librarian
26 views
Multi-Round Human-AI Collaboration with User-Specified Requirements

Multi-Round Human-AI Collaboration with User-S...

Machine Learning
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Sima Noorani
22 views
MARS: Margin-Aware Reward-Modeling with Self-Refinement

MARS: Margin-Aware Reward-Modeling with Self-R...

Machine Learning
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librarian
28 views
RIDER: 3D RNA Inverse Design with Reinforcement Learning-Guided Diffusion

RIDER: 3D RNA Inverse Design with Reinforcemen...

Machine Learning
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librarian
18 views
Sequential Membership Inference Attacks

Sequential Membership Inference Attacks

Machine Learning
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librarian
19 views
Protecting the Undeleted in Machine Unlearning

Protecting the Undeleted in Machine Unlearning

Machine Learning
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Aloni Cohen
18 views
Causality is Key for Interpretability Claims to Generalise

Causality is Key for Interpretability Claims t...

Machine Learning
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Shruti Joshi
24 views
Operationalising the Superficial Alignment Hypothesis via Task Complexity

Operationalising the Superficial Alignment Hyp...

Machine Learning
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librarian
24 views
Stabilizing Test-Time Adaptation of High-Dimensional Simulation Surrogates via D-Optimal Statistics

Stabilizing Test-Time Adaptation of High-Dimen...

Machine Learning
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Anna Zimmel
22 views
The Geometry of Alignment Collapse: When Fine-Tuning Breaks Safety

The Geometry of Alignment Collapse: When Fine-...

Machine Learning
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librarian
34 views
CrispEdit: Low-Curvature Projections for Scalable Non-Destructive LLM Editing

CrispEdit: Low-Curvature Projections for Scala...

Machine Learning
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librarian
21 views
Long Context, Less Focus: A Scaling Gap in LLMs Revealed through Privacy and Personalization

Long Context, Less Focus: A Scaling Gap in LLM...

Machine Learning
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librarian
29 views
Symmetry in language statistics shapes the geometry of model representations

Symmetry in language statistics shapes the geo...

Machine Learning
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librarian
30 views
Efficient Sampling with Discrete Diffusion Models: Sharp and Adaptive Guarantees

Efficient Sampling with Discrete Diffusion Mod...

Machine Learning
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Daniil Dmitriev
27 views
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