Rameshwar Pratap
7 papers · 2018–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ACML (4)
UAI (3)
Top co-authors
Keywords
sketching algorithm
(2)
locality sensitive hashing
(2)
variance reduction
(2)
control variate
(2)
dimensionality reduction
(2)
markov chain
(1)
maximum likelihood estimation
(1)
feature hashing
(1)
sequential sampling
(1)
angular similarity
(1)
similarity estimation
(1)
clustering algorithm
(1)
data stream
(1)
approximation algorithm
(1)
frequency estimation
(1)
similarity preservation
(1)
cosine similarity
(1)
count-min sketch
(1)
count sketch
(1)
spherical k-mean
(1)
Papers
Improving sign-random-projection via count sketch
UAI 2022
Improving Hashing Algorithms for Similarity Search via MLE and the Control Variates Trick
ACML 2021
Variance reduction in frequency estimators via control variates method
UAI 2021
Robust $k$-means++
UAI 2020
Randomness Efficient Feature Hashing for Sparse Binary Data
ACML 2020
Scaling up Simhash
ACML 2020
A Faster Sampling Algorithm for Spherical $k$-means
ACML 2018