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Khashayar Khosravi
Khashayar Khosravi
Quantitative Researcher
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Tying word vectors and word classifiers: A loss framework for language modeling
H Inan, K Khosravi, R Socher
International Conference on Learning Representations (ICLR), 2017
3702017
Matrix completion methods for causal panel data models
S Athey, M Bayati, N Doudchenko, G Imbens, K Khosravi
Journal of the American Statistical Association 116 (536), 1716-1730, 2021
2642021
Mostly exploration-free algorithms for contextual bandits
H Bastani, M Bayati, K Khosravi
Management Science 67 (3), 1329-1349, 2021
142*2021
Multiclass classification, information, divergence and surrogate risk
J Duchi, K Khosravi, F Ruan
The Annals of Statistics 46 (6B), 3246-3275, 2018
312018
The Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
M Bayati, N Hamidi, R Johari, K Khosravi
Advances in Neural Information Processing Systems 33, 2020
14*2020
Batched neural bandits
Q Gu, A Karbasi, K Khosravi, V Mirrokni, D Zhou
arXiv preprint arXiv:2102.13028, 2021
102021
Non-parametric Inference Adaptive to Intrinsic Dimension
K Khosravi, G Lewis, V Syrgkanis
Conference on Causal Learning and Reasoning, 373-389, 2022
92022
Steganographic schemes with multiple q-ary changes per block of pixels
I Gholampour, K Khosravi
Signal Processing 108, 206-219, 2015
42015
Interpolation of steganographic schemes
I Gholampour, K Khosravi
Signal processing 98, 23-36, 2014
42014
Synthetic design: An optimization approach to experimental design with synthetic controls
N Doudchenko, K Khosravi, J Pouget-Abadie, S Lahaie, M Lubin, ...
Advances in Neural Information Processing Systems 34, 8691-8701, 2021
32021
Improved Learning through Augmenting the Loss
H Inan, K Khosravi
Stanford CS 224D: Deep Learning for Natural Language Processing, Spring 2016, 2016
32016
Performance-Based Digital Content Delivery in a Digital Medium Environment
K Modarresi, K Khosravi
US Patent App. 15/667,558, 2019
12019
Learning, Decision-making, and Inference with Limited Experimentation
K Khosravi
Stanford University, 2019
2019
Optimal detection of the best offer in a campaign
K Modarresi, K Khosravi
US Patent App. 15/348,865, 2018
2018
Finding the Winner of a Hypothesis Test via Sample Allocation Optimization
K Modarresi, K Khosravi
Procedia Computer Science 108, 1040-1049, 2017
2017
SUPPLEMENTARY MATERIAL: INFORMATION, EXPERIMENTS, MULTI-CATEGORY HYPOTHESIS TESTS, AND SURROGATE LOSSES FOR MULTICLASS CLASSIFICATION
J Duchi, K Khosravi, F Ruan
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