Martin Szummer

CTO, iGent AI

Joined

November 2019

Names

Martin Szummer (Preferred)

Emails

****@media.mit.edu (Confirmed)

,

****@google.com (Confirmed)

Personal Links

Career & Education History

CTO

iGent AI (igent.ai)

2023 – Present

Research Scientist

DeepMind (deepmind.com)

2015 – 2022

Advisors, Relations & Conflicts

Coauthor

Lorenzo Torresani

2009 – 2010

Coauthor

2008 – 2008

Coauthor

Marc'aurelio Ranzato

2008 – 2008

Coauthor

2007 – 2007

Coauthor

Victor Lempitsky

2007 – 2007

Coauthor

Vladimir Kolmogorov

2007 – 2007

Coauthor

2007 – 2007

Coauthor

Vladimir Kolmogorov

2007 – 2007

Coauthor

2007 – 2007

Coauthor

1998 – 1998

Expertise

coding agents

2022 – Present

LLMs for coding

2022 – Present

Publications

A Self-Improving Coding Agent
Maxime Robeyns, Martin Szummer, Laurence Aitchison
- SSI-FM Oral
- Readers: Everyone
Inferring query intent from reformulations and clicks
Filip Radlinski, Martin Szummer, Nick Craswell
- 2010 (modified: 12 Nov 2022)
- WWW 2010
- Readers: Everyone
Metrics for assessing sets of subtopics
Filip Radlinski, Martin Szummer, Nick Craswell
- 2010 (modified: 11 Nov 2022)
- SIGIR 2010
- Readers: Everyone
Efficient Object Category Recognition Using Classemes
Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon
- 2010 (modified: 11 Nov 2022)
- ECCV (1) 2010
- Readers: Everyone
Learning query-dependent prefilters for scalable image retrieval
Lorenzo Torresani, Martin Szummer, Andrew W. Fitzgibbon
- 2009 (modified: 11 Nov 2022)
- CVPR 2009
- Readers: Everyone
Behavioral classification on the click graph
Martin Szummer, Nick Craswell
- 2008 (modified: 12 Nov 2022)
- WWW 2008
- Readers: Everyone
Learning CRFs Using Graph Cuts
Martin Szummer, Pushmeet Kohli, Derek Hoiem
- 2008 (modified: 11 Nov 2022)
- ECCV (2) 2008
- Readers: Everyone
Semi-supervised learning of compact document representations with deep networks
Marc'Aurelio Ranzato, Martin Szummer
- 2008 (modified: 11 Nov 2022)
- ICML 2008
- Readers: Everyone
Random walks on the click graph
Nick Craswell, Martin Szummer
- 2007 (modified: 12 Nov 2022)
- SIGIR 2007
- Readers: Everyone
Optimizing Binary MRFs via Extended Roof Duality
Carsten Rother, Vladimir Kolmogorov, Victor S. Lempitsky, Martin Szummer
- 2007 (modified: 10 Nov 2022)
- CVPR 2007
- Readers: Everyone

View all 14 publications

Co-Authors