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Colin White
Colin White
Abacus.AI
Verified email at cs.cmu.edu - Homepage
Title
Cited by
Cited by
Year
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
1352021
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
462017
Exploring the loss landscape in neural architecture search
C White, S Nolen, Y Savani
Uncertainty in Artificial Intelligence, 654-664, 2021
40*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
402020
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
262021
Data-Driven Clustering via Parameterized Lloyd's Families
MF Balcan, T Dick, C White
Advances in Neural Information Processing Systems, 10664-10674, 2018
222018
k-center Clustering under Perturbation Resilience
MF Balcan, N Haghtalab, C White
ACM Transactions on Algorithms (TALG) 16 (2), 1-39, 2020
19*2020
-center Clustering under Perturbation Resilience
MF Balcan, N Haghtalab, C White
International Colloquium on Automata, Languages, and Programming, 2016
18*2016
Intra-processing methods for debiasing neural networks
Y Savani, C White, NS Govindarajulu
Advances in Neural Information Processing Systems 33, 2798-2810, 2020
162020
Learning Combinatorial Functions from Pairwise Comparisons
MF Balcan, E Vitercik, C White
Conference on Learning Theory, 310-335, 2016
162016
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
132017
Lower Bounds in the Preprocessing and Query Phases of Routing Algorithms
C White
European Symposium on Algorithms, 2015
112015
Synthetic benchmarks for scientific research in explainable machine learning
Y Liu, S Khandagale, C White, W Neiswanger
arXiv preprint arXiv:2106.12543, 2021
102021
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
72021
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
62014
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy
Y Mehta, C White, A Zela, A Krishnakumar, G Zabergja, S Moradian, ...
arXiv preprint arXiv:2201.13396, 2022
42022
On the Generalizability and Predictability of Recommender Systems
D McElfresh, S Khandagale, J Valverde, JP Dickerson, C White
arXiv preprint arXiv:2206.11886, 2022
2022
RecZilla: Algorithm Selection for Recommender Systems
JP Dickerson, S Khandagale, DC McElfresh, J Valverde, C White
First Conference on Automated Machine Learning (Late-Breaking Workshop), 2022
2022
New Aspects of Beyond Worst-Case Analysis
C White
Carnegie Mellon University, 2018
2018
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Articles 1–20