Linear Algebra Tutorial for Machine Learning

21h

Using math to ensure AI systems can operate safely

As artificial intelligence (AI) takes on increasingly critical roles—from managing power grids to piloting autonomous ...

IEEE

Robust Reinforcement Learning for Risk-Sensitive Linear Quadratic Gaussian Control

Abstract: This article proposes a novel robust reinforcement learning framework for discrete-time linear systems with model mismatch that may arise from the sim-to-real gap. A key strategy is to ...

IEEE

Machine Learning and GPU Accelerated Sparse Linear Solvers for Transistor-Level Circuit Simulation: A Perspective Survey (Invited Paper)

Abstract: Sparse linear solvers play a crucial role in transistor-level circuit simulation, especially for large-scale post-layout circuit simulation when considering complex parasitic effects. As ...

C&EN

Classification of NaCl and CsCl Crystal Structures: Establishing an Integrated Didactic Approach for Machine Learning and Chemistry in Upper Secondary Education

Australian Broadcasting Corporation

Widow petitions for MRI machine at regional Queensland hospital

Helen Schmidt faced a gut-wrenching decision as she looked down at her husband Doug, who was lying in an intensive care unit bed. It was a decision forced upon her by a glaring inequity in regional ...

The Trentonian

Burlington County Superintendent of Elections Expands Outreach and Machine Tutorials to Twice-A-Week at County Corner Store

MOUNT LAUREL – The November 4th General Election is fast-approaching, and the Burlington County Superintendent of Elections is expanding its outreach to ensure voters know their options for ...

Star Tribune

Using math to ensure AI systems can operate safely

Robust Reinforcement Learning for Risk-Sensitive Linear Quadratic Gaussian Control

Machine Learning and GPU Accelerated Sparse Linear Solvers for Transistor-Level Circuit Simulation: A Perspective Survey (Invited Paper)

Classification of NaCl and CsCl Crystal Structures: Establishing an Integrated Didactic Approach for Machine Learning and Chemistry in Upper Secondary Education

Widow petitions for MRI machine at regional Queensland hospital

Burlington County Superintendent of Elections Expands Outreach and Machine Tutorials to Twice-A-Week at County Corner Store

Judge rules Mike Lindell defamed voting machine company; $1.5 billion in damages up to jury

Cook County's top prosecutor is pushing for pretrial detention for anyone charged with machine-gun possession

Dwayne Johnson dove deep for ‘The Smashing Machine,’ with a little push from friends