Machine Learning

Graph Learning on Ensembles of Cyclic Peptides: An Investigation of Molecular Ensemble Modeling

Graph Learning on Ensembles of Cyclic Peptides...

Machine Learning
Avatar
librarian
37 views
Zero-Flow Two-Sample Tests

Zero-Flow Two-Sample Tests

Machine Learning
Avatar
Yakun Wang
41 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
Avatar
librarian
37 views
Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity

Beyond Sufficiency: Time Series Explanation wi...

Machine Learning
Avatar
librarian
41 views
Expanding Flow Maps

Expanding Flow Maps

Machine Learning
Avatar
Sophia Tang
43 views
Finite-Sample Coverage Audits for High-Recall Candidate Generation: Certification and Learning-Theoretic Design

Finite-Sample Coverage Audits for High-Recall ...

Machine Learning
Avatar
librarian
40 views
Context-weighted Discrete Flow Matching

Context-weighted Discrete Flow Matching

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

Emergent Misalignment Recruits a Pre-existing ...

Machine Learning
Avatar
librarian
38 views
KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers

KroQuant: Kronecker-Structured Block Transform...

Machine Learning
Avatar
librarian
38 views
Test-Time Scaling via Error Localization

Test-Time Scaling via Error Localization

Machine Learning
Avatar
librarian
38 views
Co-Evolving LLM Evaluators and Policies via DynamicRubric

Co-Evolving LLM Evaluators and Policies via Dy...

Machine Learning
Avatar
Beining Wang
40 views
Variance-reduced Domain Adaptation using Paired Sampling

Variance-reduced Domain Adaptation using Paire...

Machine Learning
Avatar
librarian
46 views
The Blessing of Dimensionality: How Near-Orthogonality in High-Dimensional Spaces Explains Temporal Portability

The Blessing of Dimensionality: How Near-Ortho...

Machine Learning
Avatar
librarian
38 views
Classical Hardware Acceleration of Quantum Autoencoders for Real-Time Anomaly Detection in Collider Experiments

Classical Hardware Acceleration of Quantum Aut...

Machine Learning
Avatar
librarian
40 views
ELSAA: Efficient Low-Rank and Sparse Attention Approximation for Training Transformers

ELSAA: Efficient Low-Rank and Sparse Attention...

Machine Learning
Avatar
librarian
34 views
Online Variance Reduction for Domain Adaptation on Streaming Data

Online Variance Reduction for Domain Adaptatio...

Machine Learning
Avatar
librarian
43 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
Avatar
Dara Rahmati
33 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
Avatar
librarian
40 views
Neural Kolmogorov Equations: Parallelizable Learning of Stochastic Dynamics under General Noise

Neural Kolmogorov Equations: Parallelizable Le...

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

ISO: An RLVR-Native Optimization Stack

Machine Learning
Avatar
Hanqing Zhu
46 views
ROMS-IMLE: A Minimalist Approach to Competitive Single-Step Generative Modelling

ROMS-IMLE: A Minimalist Approach to Competitiv...

Machine Learning
Avatar
librarian
48 views
Generalised Bellman recurrence and three dualities in sequential decision-making

Generalised Bellman recurrence and three duali...

Machine Learning
Avatar
librarian
41 views
Adaptive Mamba Neural Operators

Adaptive Mamba Neural Operators

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

SelectInfer: Selective Neuron Loading and Comp...

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

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

Machine Learning
Avatar
Krish Agarwal
36 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
Avatar
Martino Pulici
36 views
Sobek: Streaming Equivariant Tensor Product Convolutions

Sobek: Streaming Equivariant Tensor Product Co...

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

Three-Body Scattering for Generative Modeling

Machine Learning
Avatar
librarian
40 views
Causal Discovery on Irregular Time Series

Causal Discovery on Irregular Time Series

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

Decoding Market Emotion from Blockchain Activi...

Machine Learning
Avatar
Arthur Bubolz
62 views
Data Driven Block Replacement Scheduling

Data Driven Block Replacement Scheduling

Machine Learning
Avatar
librarian
53 views
RTS Smoother-Guided Learning of Physics-Based Neural Differential Models

RTS Smoother-Guided Learning of Physics-Based ...

Machine Learning
Avatar
librarian
48 views
Load more