Nisheeth Vishnoi
13 papers · 2018–2022 · 2 conferences · across top CS/AI conferences
Achievements
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Conferences
NIPS (9)
ICML (4)
Top co-authors
Research topics
Keywords
fairness constraint
(4)
markov chain monte carlo
(3)
protected attribute
(2)
fair classification
(2)
bayesian logistic regression
(2)
log-concave distribution
(2)
k-means clustering
(1)
bayesian inference
(1)
algorithmic fairness
(1)
information retrieval
(1)
maximum entropy
(1)
maximum likelihood
(1)
feature space
(1)
learning to rank
(1)
sensitivity analysis
(1)
data subsampling
(1)
matrix approximation
(1)
markov chain
(1)
classification algorithm
(1)
variance reduction
(1)
Papers
Sampling from Log-Concave Distributions with Infinity-Distance Guarantees
NIPS 2022
Fair Ranking with Noisy Protected Attributes
NIPS 2022
Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion
NIPS 2022
Coresets for Time Series Clustering
NIPS 2021
Fair Classification with Adversarial Perturbations
NIPS 2021
Data preprocessing to mitigate bias: A maximum entropy based approach
ICML 2020
Coresets for Regressions with Panel Data
NIPS 2020
Coresets for Clustering with Fairness Constraints
NIPS 2019
Online sampling from log-concave distributions
NIPS 2019
Stable and Fair Classification
ICML 2019
Toward Controlling Discrimination in Online Ad Auctions
ICML 2019
Fair and Diverse DPP-Based Data Summarization
ICML 2018
Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo
NIPS 2018