Colin White

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Yash SavaniPh.D. Student, Carnegie Mellon UniversityE-mailová adresa ověřena na: cs.cmu.edu
Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityE-mailová adresa ověřena na: cs.cmu.edu
Willie NeiswangerPostdoc, Computer Science, Stanford UniversityE-mailová adresa ověřena na: cs.stanford.edu
Frank HutterProfessor of Computer Science, University of Freiburg, GermanyE-mailová adresa ověřena na: cs.uni-freiburg.de
Arber ZelaPhD student, University of FreiburgE-mailová adresa ověřena na: cs.uni-freiburg.de
Ellen VitercikStanford UniversityE-mailová adresa ověřena na: stanford.edu
Yang LiuPhD, Computation and Neural Systems, California Institute of TechnologyE-mailová adresa ověřena na: caltech.edu
Sujay KhandagaleColumbia UniversityE-mailová adresa ověřena na: columbia.edu
Binxin RuDPhil Student, University of OxfordE-mailová adresa ověřena na: robots.ox.ac.uk
Naveen Sundar GovindarajuluWorkdayE-mailová adresa ověřena na: realityengines.ai
Nika HaghtalabUniversity of California, BerkeleyE-mailová adresa ověřena na: berkeley.edu
Vaishnavh NagarajanGoogleE-mailová adresa ověřena na: google.com
mahmoud safariPostdoctoral research fellow, University of Bologna, and INFN BolognaE-mailová adresa ověřena na: bo.infn.it
Travis DickGoogleE-mailová adresa ověřena na: google.com
Renbo TuUniversity of TorontoE-mailová adresa ověřena na: mail.utoronto.ca
Ganesh RamakrishnanProfessor, Department of Computer Science and Engineering, Indian Institute of Technology BombayE-mailová adresa ověřena na: cse.iitb.ac.in
pranjal awasthiRutgers UniversityE-mailová adresa ověřena na: rutgers.edu
John P. DickersonAssociate Professor of Computer Science, University of Maryland & Chief Scientist, Arthur AIE-mailová adresa ověřena na: cs.umd.edu
Sibasis NayakIndian Institute of Technology, BombayE-mailová adresa ověřena na: iitb.ac.in
Rhea Sanjay SukthankerGraduate StudentE-mailová adresa ověřena na: cs.uni-freiburg.de

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Colin White

Caltech

E-mailová adresa ověřena na: cs.cmu.edu - Domovská stránka

AutoML Deep Learning Machine Learning Theoretical Computer Science


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
Bananas: Bayesian optimization with neural architectures for neural architecture search C White, W Neiswanger, Y Savani Proceedings of the AAAI Conference on Artificial Intelligence 35, 2021	210	2021
How powerful are performance predictors in neural architecture search? C White, A Zela, R Ru, Y Liu, F Hutter Advances in Neural Information Processing Systems 34, 28454-28469, 2021	70	2021
A study on encodings for neural architecture search C White, W Neiswanger, S Nolen, Y Savani Advances in Neural Information Processing Systems 33, 2020	62	2020
Exploring the loss landscape in neural architecture search C White, S Nolen, Y Savani Uncertainty in Artificial Intelligence, 654-664, 2021	59*	2021
Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems MF Balcan, V Nagarajan, E Vitercik, C White Conference on Learning Theory, 213-274, 2017	49	2017
Intra-processing methods for debiasing neural networks Y Savani, C White, NS Govindarajulu Advances in Neural Information Processing Systems 33, 2798-2810, 2020	33	2020
Synthetic benchmarks for scientific research in explainable machine learning Y Liu, S Khandagale, C White, W Neiswanger Advances in Neural Information Processing Systems Datasets and Benchmarks Track, 2021	25	2021
Data-Driven Clustering via Parameterized Lloyd's Families MF Balcan, T Dick, C White Advances in Neural Information Processing Systems, 10664-10674, 2018	24	2018
k-center Clustering under Perturbation Resilience MF Balcan, N Haghtalab, C White ACM Transactions on Algorithms (TALG) 16 (2), 1-39, 2020	21*	2020
-center Clustering under Perturbation Resilience MF Balcan, N Haghtalab, C White International Colloquium on Automata, Languages, and Programming, 2016	20*	2016
Learning Combinatorial Functions from Pairwise Comparisons MF Balcan, E Vitercik, C White Conference on Learning Theory, 310-335, 2016	18	2016
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy Y Mehta, C White, A Zela, A Krishnakumar, G Zabergja, S Moradian, ... International Conference on Learning Representations, 2022	17	2022
Nas-bench-x11 and the power of learning curves S Yan, C White, Y Savani, F Hutter Advances in Neural Information Processing Systems 34, 22534-22549, 2021	15	2021
Robust Communication-Optimal Distributed Clustering Algorithms P Awasthi, A Bakshi, MF Balcan, C White, D Woodruff International Colloquium on Automata, Languages, and Programming, 2019	15*	2019
Data Driven Resource Allocation for Distributed Learning T Dick, M Li, VK Pillutla, C White, MF Balcan, A Smola Artificial Intelligence and Statistics, 2017	14	2017
Lower Bounds in the Preprocessing and Query Phases of Routing Algorithms C White European Symposium on Algorithms, 2015	12	2015
A Deeper Look at Zero-Cost Proxies for Lightweight NAS C White, M Khodak, R Tu, S Shah, S Bubeck, D Dey ICLR Blog Track, 2022	10	2022
Small dynamical heights for quadratic polynomials and rational functions RL Benedetto, R Chen, T Hyde, Y Kovacheva, C White Experimental Mathematics 23 (4), 433-447, 2014	7	2014
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies A Krishnakumar, C White, A Zela, R Tu, M Safari, F Hutter arXiv preprint arXiv:2210.03230, 2022	4	2022
AutoML for Climate Change: A Call to Action R Tu, N Roberts, V Prasad, S Nayak, P Jain, F Sala, G Ramakrishnan, ... arXiv preprint arXiv:2210.03324, 2022	3	2022

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