Anirban Dasgupta
8 papers · 2012–2024 · 5 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (20)
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Keywords
probabilistic modeling
(1)
statistical modeling
(1)
feature selection
(1)
information retrieval
(1)
ridge regression
(1)
probability distribution
(1)
locality sensitive hashing
(1)
stratified sampling
(1)
spectral regularization
(1)
fourier transform
(1)
regularized regression
(1)
approximate retrieval
(1)
linear regression
(1)
mallows model
(1)
tensor factorization
(1)
least squares regression
(1)
coreset construction
(1)
probabilistic model
(1)
greedy algorithm
(1)
submodular optimization
(1)
Papers
Simple Weak Coresets for Non-decomposable Classification Measures
AAAI 2024
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search
NeurIPS 2023
On Coresets for Fair Regression and Individually Fair Clustering
AISTATS 2022
On Coresets for Regularized Regression
ICML 2020
Streaming Coresets for Symmetric Tensor Factorization
ICML 2020
Mallows Models for Top-k Lists
NeurIPS 2018
Summarization Through Submodularity and Dispersion
ACL 2013
Selecting Diverse Features via Spectral Regularization
NeurIPS 2012