Ashok Cutkosky
Ashok Cutkosky
Google
Verified email at cutkosky.com - Homepage
TitleCited byYear
Chromatin extrusion explains key features of loop and domain formation in wild-type and engineered genomes
AL Sanborn, SSP Rao, SC Huang, NC Durand, MH Huntley, AI Jewett, ...
Proceedings of the National Academy of Sciences 112 (47), E6456-E6465, 2015
7232015
Online learning without prior information
A Cutkosky, K Boahen
arXiv preprint arXiv:1703.02629, 2017
222017
Black-box reductions for parameter-free online learning in banach spaces
A Cutkosky, F Orabona
arXiv preprint arXiv:1802.06293, 2018
182018
Online convex optimization with unconstrained domains and losses
A Cutkosky, KA Boahen
Advances in Neural Information Processing Systems, 748-756, 2016
132016
Distributed stochastic optimization via adaptive SGD
A Cutkosky, R Busa-Fekete
Advances in Neural Information Processing Systems, 1910-1919, 2018
62018
Stochastic and adversarial online learning without hyperparameters
A Cutkosky, KA Boahen
Advances in Neural Information Processing Systems, 5059-5067, 2017
62017
Momentum-based variance reduction in non-convex SGD
A Cutkosky, F Orabona
Advances in Neural Information Processing Systems, 15210-15219, 2019
52019
Matrix-free preconditioning in online learning
A Cutkosky, T Sarlos
arXiv preprint arXiv:1905.12721, 2019
32019
Anytime online-to-batch, optimism and acceleration
A Cutkosky
International Conference on Machine Learning, 1446-1454, 2019
2*2019
Artificial Constraints and Hints for Unbounded Online Learning
A Cutkosky
Conference on Learning Theory, 874-894, 2019
1*2019
Combining online learning guarantees
A Cutkosky
arXiv preprint arXiv:1902.09003, 2019
12019
Surrogate losses for online learning of stepsizes in stochastic non-convex optimization
Z Zhuang, A Cutkosky, F Orabona
arXiv preprint arXiv:1901.09068, 2019
12019
Algorithms and Lower Bounds for Parameter-free Online Learning
A Cutkosky
Stanford University, 2018
12018
Kernel Truncated Randomized Ridge Regression: Optimal Rates and Low Noise Acceleration
KS Jun, A Cutkosky, F Orabona
Advances in Neural Information Processing Systems, 15332-15341, 2019
2019
Chromatin extrusion explains key features of loop and domain formation in wild-type and engineered genomes
A Sanborn, S Rao, SC Huang, N Durand, M Huntley, A Jewett, I Bochkov, ...
The FASEB Journal 30 (1_supplement), 588.1-588.1, 2016
2016
Bloom Features
A Cutkosky, K Boahen
2015 International Conference on Computational Science and Computational …, 2015
2015
In silico simulations of polymer condensation: the fractal globule as a metastable state
L Furchtgott, A Cutkosky, N Tarazi, E Lieberman Aiden
APS Meeting Abstracts, 2012
2012
PolyGraph: a Polymer Visualization system
A Cutkosky, N Tarazi, E Lieberman Aiden
APS March Meeting Abstracts, 2012
2012
Associated Primes of the Square of the Alexander Dual of Hypergraphs
A Cutkosky
arXiv preprint arXiv:0901.1678, 2009
2009
1 Adaptive Online Learning
A Cutkosky
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Articles 1–20