Guneet Singh Dhillon

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Stefano SoattoProfessor of Computer Science, UCLA; Vice President, AWS AIVerified email at ucla.edu
Avinash RavichandranPrincipal Applied Scientist, Perception, CruiseVerified email at cis.jhu.edu
Zachary C. LiptonRaj Reddy Associate Professor of Machine Learning @ Carnegie Mellon University; CTO + CSO @ AbridgeVerified email at cmu.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Kamyar AzizzadenesheliNvidiaVerified email at nvidia.com
Aran KhannaArchera.ai, Harvard University, Amazon AIVerified email at arankhanna.com
Jean KossaifiSenior Research Scientist at NVIDIAVerified email at nvidia.com
Jeremy BernsteinCSAIL, MITVerified email at mit.edu
Pratik ChaudhariUniversity of PennsylvaniaVerified email at seas.upenn.edu
Tom RainforthAssociate Professor, University of OxfordVerified email at stats.ox.ac.uk
George (Yorgos) DeligiannidisProfessor of Statistics, University of OxfordVerified email at stats.ox.ac.uk
Vijay MahadevanAmazon AWS AIVerified email at amazon.com
Nicholas CarliniGoogle DeepMindVerified email at google.com
Yuting ZhangAmazon Web ServicesVerified email at amazon.com

Guneet Singh Dhillon

Verified email at stats.ox.ac.uk - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Stochastic Activation Pruning for Robust Adversarial Defense GS Dhillon, K Azizzadenesheli, ZC Lipton, J Bernstein, J Kossaifi, ... International Conference on Learning Representations, 2018	726	2018
A Baseline for Few-Shot Image Classification GS Dhillon, P Chaudhari, A Ravichandran, S Soatto International Conference on Learning Representations, 2020	724	2020
Uniform Sampling over Episode Difficulty SMR Arnold, GS Dhillon, A Ravichandran, S Soatto Conference on Neural Information Processing Systems, 2021	13	2021
On the Expected Size of Conformal Prediction Sets GS Dhillon, G Deligiannidis, T Rainforth International Conference on Artificial Intelligence and Statistics, 2024	6	2024
Structured Document Analyzer GS Dhillon, V Mahadevan, Y Zhang, M Wang, G Payyavula, VC Nguyen, ... US Patent 10,839,245, 2020	5	2020
Erratum Concerning the Obfuscated Gradients Attack on Stochastic Activation Pruning GS Dhillon, N Carlini arXiv preprint arXiv:2010.00071, 2020	1	2020
L3Ms - Lagrange Large Language Models GS Dhillon, X Shi, YW Teh, A Smola arXiv preprint arXiv:2410.21533, 2024		2024
Training Ising Models on Images using Sparsitron GS Dhillon University of Texas at Austin, 2018		2018

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