Pushmeet Kohli is affiliated with DeepMind in the United Kingdom. Their research spans the fields of Computer Science and Biochemistry, Genetics and Molecular Biology, with significant contributions in both areas.
Their subfields of study include Artificial Intelligence, Molecular Biology, Materials Chemistry, Computational Theory and Mathematics, and Computer Vision and Pattern Recognition. These domains reflect a broad interdisciplinary approach linking computational methods to biological and chemical sciences.
Kohli's main research topics focus on Protein Structure and Dynamics, Adversarial Robustness in Machine Learning, Machine Learning in Bioinformatics, Enzyme Structure and Function, Machine Learning in Materials Science, RNA and protein synthesis mechanisms, and Machine Learning and Data Classification. These topics indicate a consistent interest in applying machine learning techniques to complex biological problems.
Significant recent papers authored or co-authored by Kohli include:
Their work has been published in various venues, most frequently in arXiv (Cornell University) with 32 publications, followed by Nature with 16, Science with 5, bioRxiv (Cold Spring Harbor Laboratory) with 3, and Nature Medicine with 3 papers. This indicates an active engagement with both preprint and peer-reviewed scientific communication channels.
Kohli has collaborated extensively with a number of researchers. Frequent co-authors include Demis Hassabis, John Jumper, Andrew Senior, K Taki, and Alexander Pritzel. These partnerships highlight a network of collaboration in advancing artificial intelligence and biological structure prediction.
John M. Jumper;Richard O. Evans;Alexander Pritzel;Tim Green
Mihaly Varadi;Stephen Anyango;Mandar Deshpande;Sreenath Nair
Nathan Silberman;Derek Hoiem;Pushmeet Kohli;Rob Fergus
Richard A. Newcombe;Shahram Izadi;Otmar Hilliges;David Molyneaux
Richard Evans;Michael O'Neill;Alexander Pritzel;Natasha Antropova
Andrew W. Senior;Richard Evans;John Jumper;James Kirkpatrick
Peter W. Battaglia;Jessica B. Hamrick;Victor Bapst;Alvaro Sanchez-Gonzalez
Kathryn Tunyasuvunakool;Jonas Adler;Zachary Wu;Tim Green
Shahram Izadi;David Kim;Otmar Hilliges;David Molyneaux
Žiga Avsec;Vikram Agarwal;Daniel Visentin;Joseph R. Ledsam
P. Kohli;L. Ladicky;P. Torr
L'ubor Ladicky;Chris Russell;Pushmeet Kohli;Philip H.S. Torr
Tejas D. Kulkarni;William F. Whitney;Pushmeet Kohli;Joshua B. Tenenbaum
Jamie Shotton;Ross Girshick;Andrew Fitzgibbon;Toby Sharp
Sergio Orts-Escolano;Christoph Rhemann;Sean Fanello;Wayne Chang
Unknown
Nasrin Mostafazadeh;Nathanael Chambers;Xiaodong He;Devi Parikh
Yoram Bachrach;Michal Kosinski;Thore Graepel;Pushmeet Kohli
Toby Sharp;Cem Keskin;Duncan Robertson;Jonathan Taylor
Mingsong Dou;Sameh Khamis;Yury Degtyarev;Philip Davidson
Jiayuan Mao;Chuang Gan;Pushmeet Kohli;Joshua B. Tenenbaum
Sven Gowal;Krishnamurthy Dvijotham;Robert Stanforth;Rudy Bunel
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Institute for Computer Science, Artificial Intelligence and Technology (INSAIT)
Publications: 65
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