Ilya Razenshteyn
10 papers · 2015–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7)
πΊοΈ
Taxonomy Completionist
(22)
π
Conference Polyglot
(5)
π
Academic Marathon
(7)
π
Century Club
(10)
π
Trend Setter
ποΈ
Keyword Collector
(51)
Conferences
ICML (3)
NIPS (3)
COLT (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
nearest neighbor search
(2)
adversarial robustness
(2)
certified robustness
(2)
statistical query
(2)
randomized smoothing
(2)
mean estimation
(1)
optimal transport
(1)
metric learning
(1)
approximation algorithm
(1)
computational complexity
(1)
vector quantization
(1)
deep learning
(1)
locality sensitive hashing
(1)
gradient descent
(1)
locality-sensitive hashing
(1)
distance preservation
(1)
gaussian kernel
(1)
kernel ridge regression
(1)
adversarial training
(1)
image classification
(1)
Papers
Inductive Bias of Multi-Channel Linear Convolutional Networks with Bounded Weight Norm
COLT 2022
Randomized Smoothing of All Shapes and Sizes
ICML 2020
Scaling up Kernel Ridge Regression via Locality Sensitive Hashing
AISTATS 2020
Learning Space Partitions for Nearest Neighbor Search
ICLR 2020
Scalable Nearest Neighbor Search for Optimal Transport
ICML 2020
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
NIPS 2019
Adversarial examples from computational constraints
ICML 2019
On Mean Estimation for General Norms with Statistical Queries
COLT 2019
Practical Data-Dependent Metric Compression with Provable Guarantees
NIPS 2017
Practical and Optimal LSH for Angular Distance
NIPS 2015