Charles Martin

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I do freelance consulting in machine learning, data science, and software development. I have personally developed machine learning (ML) systems and helped get them into production at companies like GoDaddy, Aardvark (Google), eBay, and Blackrock. I recently helped GoDaddy predict the price of domains in the aftermarket. Last year I was with Swoop doing computational advertising. In 2011, I helped Demand Media become the first $1B IPO since Google: http://www.youtube.com/watch?v=6Cv_Rv56TA0 I was at Aardvark, acquired by Google and featured in the Lean StartUp, and a subject matter expert (SME) in ML at eBay. At my first startup, in the late 90s, I developed semi-supervised ML a...

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Charles Martin

Heavy Tails Workshop NeurIPS2023.pdf

LLM avalanche June 2023.pdf

WeightWatcher LLM Update

ICCF24.pdf

ENS Macrh 2022.pdf

Weight watcher Bay Area ACM Feb 28, 2022

Georgetown B-school Talk 2021

Search relevance

WeightWatcher Introduction

WeightWatcher Update: January 2021

Stanford ICME Lecture on Why Deep Learning Works

Building AI Products: Delivery Vs Discovery

Statistical Mechanics Methods for Discovering Knowledge from Production-Scale Neural Networks

This Week in Machine Learning and AI Feb 2019

Why Deep Learning Works: Dec 13, 2018 at ICSI, UC Berkeley

AI and Machine Learning for the Lean Start Up

Why Deep Learning Works: Self Regularization in Deep Neural Networks

Why Deep Learning Works: Self Regularization in Deep Neural Networks

Why Deep Learning Works: Self Regularization in Deep Neural Networks

Capsule Networks