Machine Learning

Improving AI models’ ability to explain their predictions

New technique makes AI models leaner and faster while they’re still learning

How did you guys land your first ML job ? [D]

How did u guys land your first ML job ? I am a student ryt now and im kinda a lost on what should i do to land a job on ML.help me outttt...

[2604.04414] Eliminating Vendor Lock-In in Quantum Machine Learning via Framework-Agnostic Neural Networks

Abstract page for arXiv paper 2604.04414: Eliminating Vendor Lock-In in Quantum Machine Learning via Framework-Agnostic Neural Networks

[2604.04401] ReinVBC: A Model-based Reinforcement Learning Approach to Vehicle Braking Controller

Abstract page for arXiv paper 2604.04401: ReinVBC: A Model-based Reinforcement Learning Approach to Vehicle Braking Controller

[2604.04385] How Alignment Routes: Localizing, Scaling, and Controlling Policy Circuits in Language Models

Abstract page for arXiv paper 2604.04385: How Alignment Routes: Localizing, Scaling, and Controlling Policy Circuits in Language Models

[2604.04363] Integer-Only Operations on Extreme Learning Machine Test Time Classification

Abstract page for arXiv paper 2604.04363: Integer-Only Operations on Extreme Learning Machine Test Time Classification

[2604.04373] Decocted Experience Improves Test-Time Inference in LLM Agents

Abstract page for arXiv paper 2604.04373: Decocted Experience Improves Test-Time Inference in LLM Agents

[2604.04356] REAM: Merging Improves Pruning of Experts in LLMs

Abstract page for arXiv paper 2604.04356: REAM: Merging Improves Pruning of Experts in LLMs

[2604.04349] Adversarial Robustness Analysis of Cloud-Assisted Autonomous Driving Systems

Abstract page for arXiv paper 2604.04349: Adversarial Robustness Analysis of Cloud-Assisted Autonomous Driving Systems

[2604.04339] Thermodynamic-Inspired Explainable GeoAI: Uncovering Regime-Dependent Mechanisms in Heterogeneous Spatial Systems

Abstract page for arXiv paper 2604.04339: Thermodynamic-Inspired Explainable GeoAI: Uncovering Regime-Dependent Mechanisms in Heterogeneo...

[2604.04328] Soft Tournament Equilibrium

Abstract page for arXiv paper 2604.04328: Soft Tournament Equilibrium

[2604.04321] Minimising Willmore Energy via Neural Flow

Abstract page for arXiv paper 2604.04321: Minimising Willmore Energy via Neural Flow

[2604.04247] Combee: Scaling Prompt Learning for Self-Improving Language Model Agents

Abstract page for arXiv paper 2604.04247: Combee: Scaling Prompt Learning for Self-Improving Language Model Agents

[2604.04271] A Family of Open Time-Series Foundation Models for the Radio Access Network

Abstract page for arXiv paper 2604.04271: A Family of Open Time-Series Foundation Models for the Radio Access Network

[2604.04270] A Logical-Rule Autoencoder for Interpretable Recommendations

Abstract page for arXiv paper 2604.04270: A Logical-Rule Autoencoder for Interpretable Recommendations

[2604.04264] Avoiding Non-Integrable Beliefs in Expectation Propagation

Abstract page for arXiv paper 2604.04264: Avoiding Non-Integrable Beliefs in Expectation Propagation

[2604.04246] Transmission Neural Networks: Inhibitory and Excitatory Connections

Abstract page for arXiv paper 2604.04246: Transmission Neural Networks: Inhibitory and Excitatory Connections

[2604.04237] Pedagogical Safety in Educational Reinforcement Learning: Formalizing and Detecting Reward Hacking in AI Tutoring Systems

Abstract page for arXiv paper 2604.04237: Pedagogical Safety in Educational Reinforcement Learning: Formalizing and Detecting Reward Hack...

[2604.04212] Relay-Assisted Activation-Integrated SIM for Wireless Physical Neural Networks

Abstract page for arXiv paper 2604.04212: Relay-Assisted Activation-Integrated SIM for Wireless Physical Neural Networks

[2604.04192] Graphic-Design-Bench: A Comprehensive Benchmark for Evaluating AI on Graphic Design Tasks

Abstract page for arXiv paper 2604.04192: Graphic-Design-Bench: A Comprehensive Benchmark for Evaluating AI on Graphic Design Tasks

[2604.04204] Which English Do LLMs Prefer? Triangulating Structural Bias Towards American English in Foundation Models

Abstract page for arXiv paper 2604.04204: Which English Do LLMs Prefer? Triangulating Structural Bias Towards American English in Foundat...

[2604.04194] PATHFINDER: Multi-objective discovery in structural and spectral spaces

Abstract page for arXiv paper 2604.04194: PATHFINDER: Multi-objective discovery in structural and spectral spaces