David Simcha
5 papers · 2016–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (7) π Interdisciplinary Bridge π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Trend Setter
Conferences
AISTATS (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
vector quantization
(3)
approximate nearest neighbor
(2)
nearest neighbor search
(2)
maximum inner product search
(2)
prototype learning
(1)
hamming distance
(1)
binary hashing
(1)
nearest neighbor classification
(1)
approximate search
(1)
k-nearest neighbor
(1)
binary code
(1)
high-dimensional datum
(1)
codebook learning
(1)
data structure
(1)
hash function
(1)
product quantization
(1)
anisotropic quantization
(1)
indexing technique
(1)
stochastic gradient descent
(1)
orthogonality loss
(1)
Papers
SOAR: Improved Indexing for Approximate Nearest Neighbor Search
NIPS 2023
Accelerating Large-Scale Inference with Anisotropic Vector Quantization
ICML 2020
Multiscale Quantization for Fast Similarity Search
NIPS 2017
Fast Classification with Binary Prototypes
AISTATS 2017
Quantization based Fast Inner Product Search
AISTATS 2016