Ilya Razenshteyn
10 papers · 2015–2022 · 5 venues · across top CS/AI venues
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Achievements
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๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Gold ๐บ๏ธ Taxonomy Completionist (27)
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Trend Setter
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Century Club ยท Bronze
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Renaissance Researcher
(5)
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Keyword Collector
(62)
Top co-authors
Research topics
Keywords
nearest neighbor search
(3)
locality sensitive hashing
(3)
certified robustness
(2)
statistical query
(2)
randomized smoothing
(2)
adversarial robustness
(2)
neural network
(2)
optimal transport
(1)
high-dimensional statistics
(1)
image classification
(1)
computational complexity
(1)
gaussian kernel
(1)
vector quantization
(1)
deep learning
(1)
supervised classification
(1)
adversarial training
(1)
gradient descent
(1)
distance preservation
(1)
mean estimation
(1)
metric learning
(1)
Papers
Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm
COLT 2022
Learning Space Partitions for Nearest Neighbor Search
ICLR 2020
Randomized Smoothing of All Shapes and Sizes
ICML 2020
Scalable Nearest Neighbor Search for Optimal Transport
ICML 2020
Scaling up Kernel Ridge Regression via Locality Sensitive Hashing
AISTATS 2020
Adversarial examples from computational constraints
ICML 2019
On Mean Estimation for General Norms with Statistical Queries
COLT 2019
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
NeurIPS 2019
Practical Data-Dependent Metric Compression with Provable Guarantees
NeurIPS 2017
Practical and Optimal LSH for Angular Distance
NeurIPS 2015