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Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model

Squeeze the Soaked Sponge: Efficient Off-polic...

Machine Learning
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librarian
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Self-Supervised Learning at the Edge: The Cost of Labeling

Self-Supervised Learning at the Edge: The Cost...

Machine Learning
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librarian
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Generating Multi-Table Time Series EHR from Latent Space with Minimal Preprocessing

Generating Multi-Table Time Series EHR from La...

Machine Learning
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librarian
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The User-Centric Geo-Experience: An LLM-Powered Framework for Enhanced Planning, Navigation, and Dynamic Adaptation

The User-Centric Geo-Experience: An LLM-Powere...

Artificial Intelligence
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Jieren Deng
1 view
FlexOlmo: Open Language Models for Flexible Data Use

FlexOlmo: Open Language Models for Flexible Da...

Computation and Language
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librarian
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What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models

What Has a Foundation Model Found? Using Induc...

Machine Learning
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Keyon Vafa
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Weighted Multi-Level Feature Factorization for App ads CTR and installation prediction

Weighted Multi-Level Feature Factorization for...

Information Retrieval
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Juan Manuel Rodriguez
1 view
A Principled Framework for Multi-View Contrastive Learning

A Principled Framework for Multi-View Contrast...

Machine Learning
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librarian
0 views
SCC-recursiveness in infinite argumentation (extended version)

SCC-recursiveness in infinite argumentation (e...

Artificial Intelligence
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librarian
1 view
Scaling Towards the Information Boundary of Instruction Set: InfinityInstruct-Subject Technical Report

Scaling Towards the Information Boundary of In...

Artificial Intelligence
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librarian
2 views
First Return, Entropy-Eliciting Explore

First Return, Entropy-Eliciting Explore

Artificial Intelligence
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Qian Liu
1 view
Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy

Unifying Re-Identification, Attribute Inferenc...

Machine Learning
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librarian
0 views
Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation Is Wasteful

Small Batch Size Training for Language Models:...

Machine Learning
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librarian
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Does Data Scaling Lead to Visual Compositional Generalization?

Does Data Scaling Lead to Visual Compositional...

Machine Learning
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librarian
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A Method for Optimizing Connections in Differentiable Logic Gate Networks

A Method for Optimizing Connections in Differe...

Machine Learning
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librarian
0 views
Modern Methods in Associative Memory

Modern Methods in Associative Memory

Machine Learning
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Dmitry Krotov
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Aliasing in Convnets: A Frame-Theoretic Perspective

Aliasing in Convnets: A Frame-Theoretic Perspe...

Machine Learning
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librarian
0 views
CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs

CoRE: Enhancing Metacognition with Label-free ...

Machine Learning
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librarian
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Causal Foundation Models: Disentangling Physics from Instrument Properties

Causal Foundation Models: Disentangling Physic...

Machine Learning
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librarian
0 views
QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models

QS4D: Quantization-aware training for efficien...

Machine Learning
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librarian
0 views
Differential Mamba

Differential Mamba

Machine Learning
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Nadav Schneider
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OpenAgentSafety: A Comprehensive Framework for Evaluating Real-World AI Agent Safety

OpenAgentSafety: A Comprehensive Framework for...

Artificial Intelligence
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Sanidhya Vijayvargiya
1 view
The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains

The Delta Learning Hypothesis: Preference Tuni...

Artificial Intelligence
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librarian
2 views
Identifiability in Causal Abstractions: A Hierarchy of Criteria

Identifiability in Causal Abstractions: A Hier...

Artificial Intelligence
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librarian
1 view
CREW-WILDFIRE: Benchmarking Agentic Multi-Agent Collaborations at Scale

CREW-WILDFIRE: Benchmarking Agentic Multi-Agen...

Multiagent Systems
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librarian
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QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions

QuEst: Enhancing Estimates of Quantile-Based D...

Machine Learning
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librarian
0 views
Pre-Trained Policy Discriminators are General Reward Models

Pre-Trained Policy Discriminators are General ...

Computation and Language
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librarian
0 views
The Hidden Threat in Plain Text: Attacking RAG Data Loaders

The Hidden Threat in Plain Text: Attacking RAG...

Cryptography and Security
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Alberto Castagnaro
1 view
Infrastructuring Contestability: A Framework for Community-Defined AI Value Pluralism

Infrastructuring Contestability: A Framework f...

Human-Computer Interaction
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Andreas Mayer
2 views
Replacing thinking with tool usage enables reasoning in small language models

Replacing thinking with tool usage enables rea...

Machine Learning
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librarian
1 view
Meta-Learning Transformers to Improve In-Context Generalization

Meta-Learning Transformers to Improve In-Conte...

Machine Learning
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Lorenzo Braccaioli
1 view
Train-before-Test Harmonizes Language Model Rankings

Train-before-Test Harmonizes Language Model Ra...

Machine Learning
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librarian
1 view
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