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Machine Learning

HydraLM: 22× faster decoding and 16× smaller state memory in long-context inference experiments [P]

I’ve been experimenting with HydraLM, a long-context model for inference, and the numbers are getting a bit wild: the repo’s benchmark su...

Reddit - Machine Learning · 1 min ·
Machine Learning

How to know if a research-oriented role is for you? [D]

I’m currently a first-year Master’s student in Data Science & AI, and I’m trying to figure out whether a research-oriented career is ...

Reddit - Machine Learning · 1 min ·
Machine Learning

GPU Compass – open-source, real-time GPU pricing across 20+ clouds [P]

We maintain an open-source catalog of cloud GPU offerings (skypilot-catalog, Apache 2.0). It auto-fetches pricing from 20+ cloud APIs eve...

Reddit - Machine Learning · 1 min ·

All Content

[2604.01472] The Newton-Muon Optimizer
Llms

[2604.01472] The Newton-Muon Optimizer

Abstract page for arXiv paper 2604.01472: The Newton-Muon Optimizer

arXiv - Machine Learning · 4 min ·
[2604.01466] Efficient Equivariant Transformer for Self-Driving Agent Modeling
Machine Learning

[2604.01466] Efficient Equivariant Transformer for Self-Driving Agent Modeling

Abstract page for arXiv paper 2604.01466: Efficient Equivariant Transformer for Self-Driving Agent Modeling

arXiv - Machine Learning · 4 min ·
[2604.01455] Infeasibility Aware Large Language Models for Combinatorial Optimization
Llms

[2604.01455] Infeasibility Aware Large Language Models for Combinatorial Optimization

Abstract page for arXiv paper 2604.01455: Infeasibility Aware Large Language Models for Combinatorial Optimization

arXiv - Machine Learning · 3 min ·
[2604.01330] Evolutionary Multi-Objective Fusion of Deepfake Speech Detectors
Machine Learning

[2604.01330] Evolutionary Multi-Objective Fusion of Deepfake Speech Detectors

Abstract page for arXiv paper 2604.01330: Evolutionary Multi-Objective Fusion of Deepfake Speech Detectors

arXiv - Machine Learning · 3 min ·
[2604.01365] VIANA: character Value-enhanced Intensity Assessment via domain-informed Neural Architecture
Machine Learning

[2604.01365] VIANA: character Value-enhanced Intensity Assessment via domain-informed Neural Architecture

Abstract page for arXiv paper 2604.01365: VIANA: character Value-enhanced Intensity Assessment via domain-informed Neural Architecture

arXiv - Machine Learning · 4 min ·
[2604.01346] Safety, Security, and Cognitive Risks in World Models
Machine Learning

[2604.01346] Safety, Security, and Cognitive Risks in World Models

Abstract page for arXiv paper 2604.01346: Safety, Security, and Cognitive Risks in World Models

arXiv - AI · 4 min ·
[2604.01339] Regularizing Attention Scores with Bootstrapping
Machine Learning

[2604.01339] Regularizing Attention Scores with Bootstrapping

Abstract page for arXiv paper 2604.01339: Regularizing Attention Scores with Bootstrapping

arXiv - Machine Learning · 3 min ·
[2604.01264] OkanNet: A Lightweight Deep Learning Architecture for Classification of Brain Tumor from MRI Images
Machine Learning

[2604.01264] OkanNet: A Lightweight Deep Learning Architecture for Classification of Brain Tumor from MRI Images

Abstract page for arXiv paper 2604.01264: OkanNet: A Lightweight Deep Learning Architecture for Classification of Brain Tumor from MRI Im...

arXiv - Machine Learning · 4 min ·
[2604.01229] Interpretable Battery Aging without Extra Tests via Neural-Assisted Physics-based Modelling
Machine Learning

[2604.01229] Interpretable Battery Aging without Extra Tests via Neural-Assisted Physics-based Modelling

Abstract page for arXiv paper 2604.01229: Interpretable Battery Aging without Extra Tests via Neural-Assisted Physics-based Modelling

arXiv - Machine Learning · 4 min ·
[2604.01231] Experimental Design for Missing Physics
Machine Learning

[2604.01231] Experimental Design for Missing Physics

Abstract page for arXiv paper 2604.01231: Experimental Design for Missing Physics

arXiv - Machine Learning · 3 min ·
[2604.02322] Batched Contextual Reinforcement: A Task-Scaling Law for Efficient Reasoning
Llms

[2604.02322] Batched Contextual Reinforcement: A Task-Scaling Law for Efficient Reasoning

Abstract page for arXiv paper 2604.02322: Batched Contextual Reinforcement: A Task-Scaling Law for Efficient Reasoning

arXiv - Machine Learning · 4 min ·
[2604.02292] Taming the Exponential: A Fast Softmax Surrogate for Integer-Native Edge Inference
Machine Learning

[2604.02292] Taming the Exponential: A Fast Softmax Surrogate for Integer-Native Edge Inference

Abstract page for arXiv paper 2604.02292: Taming the Exponential: A Fast Softmax Surrogate for Integer-Native Edge Inference

arXiv - Machine Learning · 4 min ·
[2604.02288] Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing
Llms

[2604.02288] Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing

Abstract page for arXiv paper 2604.02288: Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing

arXiv - Machine Learning · 4 min ·
[2604.02270] Crystalite: A Lightweight Transformer for Efficient Crystal Modeling
Machine Learning

[2604.02270] Crystalite: A Lightweight Transformer for Efficient Crystal Modeling

Abstract page for arXiv paper 2604.02270: Crystalite: A Lightweight Transformer for Efficient Crystal Modeling

arXiv - Machine Learning · 3 min ·
[2604.02206] LEO: Graph Attention Network based Hybrid Multi Sensor Extended Object Fusion and Tracking for Autonomous Driving Applications
Machine Learning

[2604.02206] LEO: Graph Attention Network based Hybrid Multi Sensor Extended Object Fusion and Tracking for Autonomous Driving Applications

Abstract page for arXiv paper 2604.02206: LEO: Graph Attention Network based Hybrid Multi Sensor Extended Object Fusion and Tracking for ...

arXiv - Machine Learning · 3 min ·
[2604.02268] SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization
Llms

[2604.02268] SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Abstract page for arXiv paper 2604.02268: SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

arXiv - Machine Learning · 4 min ·
[2604.02260] Model-Based Reinforcement Learning for Control under Time-Varying Dynamics
Machine Learning

[2604.02260] Model-Based Reinforcement Learning for Control under Time-Varying Dynamics

Abstract page for arXiv paper 2604.02260: Model-Based Reinforcement Learning for Control under Time-Varying Dynamics

arXiv - Machine Learning · 3 min ·
[2604.02250] Smoothing the Landscape: Causal Structure Learning via Diffusion Denoising Objectives
Machine Learning

[2604.02250] Smoothing the Landscape: Causal Structure Learning via Diffusion Denoising Objectives

Abstract page for arXiv paper 2604.02250: Smoothing the Landscape: Causal Structure Learning via Diffusion Denoising Objectives

arXiv - Machine Learning · 3 min ·
[2604.02215] Universal Hypernetworks for Arbitrary Models
Machine Learning

[2604.02215] Universal Hypernetworks for Arbitrary Models

Abstract page for arXiv paper 2604.02215: Universal Hypernetworks for Arbitrary Models

arXiv - Machine Learning · 3 min ·
[2604.02201] On the Role of Depth in the Expressivity of RNNs
Machine Learning

[2604.02201] On the Role of Depth in the Expressivity of RNNs

Abstract page for arXiv paper 2604.02201: On the Role of Depth in the Expressivity of RNNs

arXiv - Machine Learning · 3 min ·
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