Machine Learning

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
107 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
154 views
Zero-Flow Two-Sample Tests

Zero-Flow Two-Sample Tests

Machine Learning
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Yakun Wang
148 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
140 views
Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity

Beyond Sufficiency: Time Series Explanation wi...

Machine Learning
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librarian
142 views
Expanding Flow Maps

Expanding Flow Maps

Machine Learning
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Sophia Tang
146 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
141 views
Context-weighted Discrete Flow Matching

Context-weighted Discrete Flow Matching

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

Emergent Misalignment Recruits a Pre-existing ...

Machine Learning
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librarian
136 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
135 views
Test-Time Scaling via Error Localization

Test-Time Scaling via Error Localization

Machine Learning
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librarian
141 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
143 views
Variance-reduced Domain Adaptation using Paired Sampling

Variance-reduced Domain Adaptation using Paire...

Machine Learning
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librarian
151 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
143 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
143 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
133 views
Online Variance Reduction for Domain Adaptation on Streaming Data

Online Variance Reduction for Domain Adaptatio...

Machine Learning
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librarian
128 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
157 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
113 views
Neural Kolmogorov Equations: Parallelizable Learning of Stochastic Dynamics under General Noise

Neural Kolmogorov Equations: Parallelizable Le...

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

ISO: An RLVR-Native Optimization Stack

Machine Learning
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Hanqing Zhu
122 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
110 views
Generalised Bellman recurrence and three dualities in sequential decision-making

Generalised Bellman recurrence and three duali...

Machine Learning
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librarian
104 views
Adaptive Mamba Neural Operators

Adaptive Mamba Neural Operators

Machine Learning
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librarian
112 views
SelectInfer: Selective Neuron Loading and Computation for On-Device LLMs

SelectInfer: Selective Neuron Loading and Comp...

Machine Learning
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Huzaifa Kabakibo
106 views
FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications

FlashRT: Agent Harness for Guiding Agents to D...

Machine Learning
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Krish Agarwal
98 views
MADA-RL: Multi-Agent Debate-Aware Reinforcement Learning for Parameter-Efficient Reasoning in Compact Models

MADA-RL: Multi-Agent Debate-Aware Reinforcemen...

Machine Learning
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Martino Pulici
94 views
Sobek: Streaming Equivariant Tensor Product Convolutions

Sobek: Streaming Equivariant Tensor Product Co...

Machine Learning
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Vladimir Chorošajev
101 views
Three-Body Scattering for Generative Modeling

Three-Body Scattering for Generative Modeling

Machine Learning
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librarian
119 views
Causal Discovery on Irregular Time Series

Causal Discovery on Irregular Time Series

Machine Learning
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librarian
107 views
Decoding Market Emotion from Blockchain Activity: A Data-Driven Sentiment Classifier

Decoding Market Emotion from Blockchain Activi...

Machine Learning
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Arthur Bubolz
126 views
Data Driven Block Replacement Scheduling

Data Driven Block Replacement Scheduling

Machine Learning
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librarian
114 views
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