Charles Martin

101 Seguidores

26 SlideShares 101 Seguidores 384 Siguiendos

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...

deep learning ai machine learning data science random matrix theory deep neural networks open source weightwatcher neural networks artificial intelligence llm machine learing spin glasses bloom dromedary falcon llama vicuña haikudeck llms innovation leadership development search relevance deep leaning visualization python statistical mechanics theoretical physics physics regularization capsule networks machine learning search relevance recommender syst leadership

Presentaciones
Documentos
Infografías

Más reciente Más populares

Charles Martin

Capsule Networks

CC mmds talk 2106

Applied machine learning for search engine relevance 3

CC Talk at Berekely

Why Deep Learning Works: Self Regularization in Deep Neural Networks

Why Deep Learning Works: Self Regularization in Deep Neural Networks

Weight watcher Bay Area ACM Feb 28, 2022

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

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

Cc hass b school talk 2105

WeightWatcher Introduction

Search relevance

Why Deep Learning Works: Self Regularization in Deep Neural Networks

Palo alto university rotary club talk Sep 29, 2107

AI and Machine Learning for the Lean Start Up

Cc stat phys draft

Building AI Products: Delivery Vs Discovery

LLM avalanche June 2023.pdf

Heavy Tails Workshop NeurIPS2023.pdf

Stanford ICME Lecture on Why Deep Learning Works