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Contextual Multi-Objective Optimization: Rethinking Objectives in Frontier AI Systems

Contextual Multi-Objective Optimization: Rethi...

Artificial Intelligence
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librarian
2 views
Flow Sampling: Learning to Sample from Unnormalized Densities via Denoising Conditional Processes

Flow Sampling: Learning to Sample from Unnorma...

Machine Learning
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Aaron Havens
3 views
A Closed-Form Adaptive-Landmark Kernel for Certified Point-Cloud and Graph Classification

A Closed-Form Adaptive-Landmark Kernel for Cer...

Machine Learning
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librarian
3 views
Redefining AI Red Teaming in the Agentic Era: From Weeks to Hours

Redefining AI Red Teaming in the Agentic Era: ...

Artificial Intelligence
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librarian
2 views
OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories

OpenSeeker-v2: Pushing the Limits of Search Ag...

Artificial Intelligence
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Yuwen Du
2 views
QKVShare: Quantized KV-Cache Handoff for Multi-Agent On-Device LLMs

QKVShare: Quantized KV-Cache Handoff for Multi...

Artificial Intelligence
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Pratik Honavar
2 views
Integrating Feature Correlation in Differential Privacy with Applications in DP-ERM

Integrating Feature Correlation in Differentia...

Machine Learning
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Tianyu Wang
4 views
Transformers with Selective Access to Early Representations

Transformers with Selective Access to Early Re...

Machine Learning
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librarian
3 views
Pretrained Model Representations as Acquisition Signals for Active Learning of MLIPs

Pretrained Model Representations as Acquisitio...

Machine Learning
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librarian
3 views
Agentic-imodels: Evolving agentic interpretability tools via autoresearch

Agentic-imodels: Evolving agentic interpretabi...

Artificial Intelligence
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librarian
2 views
Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards

Correct Is Not Enough: Training Reasoning Plan...

Artificial Intelligence
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librarian
2 views
EvoLM: Self-Evolving Language Models through Co-Evolved Discriminative Rubrics

EvoLM: Self-Evolving Language Models through C...

Artificial Intelligence
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librarian
4 views
First-Order Efficiency for Probabilistic Value Estimation via A Statistical Viewpoint

First-Order Efficiency for Probabilistic Value...

Artificial Intelligence
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Weijing Tang
6 views
AI-Generated Smells: An Analysis of Code and Architecture in LLM and Agent-Driven Development

AI-Generated Smells: An Analysis of Code and A...

Software Engineering
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librarian
3 views
Foundation Models to Unlock Real-World Evidence from Nationwide Medical Claims

Foundation Models to Unlock Real-World Evidenc...

Artificial Intelligence
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librarian
5 views
A decoupled diffusion planner that adapts to changing cost limits by using cost-conditioned generation for safety and reward gradients for performance

A decoupled diffusion planner that adapts to c...

Machine Learning
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librarian
6 views
Trust, but Verify: Peeling Low-Bit Transformer Networks for Training Monitoring

Trust, but Verify: Peeling Low-Bit Transformer...

Machine Learning
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Arian Eamaz
5 views
Mitigating Misalignment Contagion by Steering with Implicit Traits

Mitigating Misalignment Contagion by Steering ...

Artificial Intelligence
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librarian
6 views
SpecKV: Adaptive Speculative Decoding with Compression-Aware Gamma Selection

SpecKV: Adaptive Speculative Decoding with Com...

Machine Learning
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librarian
9 views
HAAS: A Policy-Aware Framework for Adaptive Task Allocation Between Humans and Artificial Intelligence Systems

HAAS: A Policy-Aware Framework for Adaptive Ta...

Artificial Intelligence
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librarian
6 views
Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection

Standing on the Shoulders of Giants: Stabilize...

Artificial Intelligence
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Mohamad Khajezade
7 views
Beyond ECE: Calibrated Size Ratio, Risk Assessment, and Confidence-Weighted Metrics

Beyond ECE: Calibrated Size Ratio, Risk Assess...

Machine Learning
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librarian
6 views
Stable GFlowNets with Probabilistic Guarantees

Stable GFlowNets with Probabilistic Guarantees

Machine Learning
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librarian
7 views
Neural Decision-Propagation for Answer Set Programming

Neural Decision-Propagation for Answer Set Pro...

Artificial Intelligence
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Thomas Eiter
5 views
Mitigating Multimodal LLMs Hallucinations via Relevance Propagation at Inference Time

Mitigating Multimodal LLMs Hallucinations via ...

Machine Learning
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Itai Allouche
6 views
Latent State Design for World Models under Sufficiency Constraints

Latent State Design for World Models under Suf...

Artificial Intelligence
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librarian
4 views
DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents

DataEvolver: Let Your Data Build and Improve I...

Artificial Intelligence
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Wenzhuo Wu
4 views
Computing Equilibrium beyond Unilateral Deviation

Computing Equilibrium beyond Unilateral Deviation

Computer Science and Game Theory
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librarian
19 views
Strait: Perceiving Priority and Interference in ML Inference Serving

Strait: Perceiving Priority and Interference i...

Machine Learning
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librarian
20 views
LLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis

LLM as Clinical Graph Structure Refiner: Enhan...

Artificial Intelligence
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librarian
21 views
RHyVE: Competence-Aware Verification and Phase-Aware Deployment for LLM-Generated Reward Hypotheses

RHyVE: Competence-Aware Verification and Phase...

Artificial Intelligence
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librarian
19 views
Global Optimality for Constrained Exploration via Penalty Regularization

Global Optimality for Constrained Exploration ...

Machine Learning
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librarian
22 views
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