Nisheeth K. Vishnoi
16 papers · 2012–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
ποΈ
Keyword Collector
(87)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(14)
Mathematics & Optimization
(9)
Optimization & Theory
(9)
Application Areas
(6)
Optimization
(6)
Mathematics
(4)
Artificial Intelligence
(3)
Core AI
(3)
Computer Science
(2)
Deep Learning
(2)
Security & Privacy
(2)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Differential Privacy
(2)
Data Science & Analytics
(1)
Keywords
differential privacy
(3)
fairness constraint
(3)
convex optimization
(2)
submodular function
(2)
markov chain
(2)
multiwinner voting
(2)
principal component analysis
(1)
game theory
(1)
maximum entropy
(1)
fair classification
(1)
low-rank approximation
(1)
simulated annealing
(1)
gradient descent
(1)
ranking aggregation
(1)
subset selection
(1)
markov chain monte carlo
(1)
gibbs distribution
(1)
false positive rate
(1)
fairness
(1)
matrix approximation
(1)
Papers
A Mathematical Framework for AI-Human Integration in Work
ICML 2025
Efficient Diffusion Models for Symmetric Manifolds
ICML 2025
Centralized Selection with Preferences in the Presence of Biases
ICML 2024
Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers
ICLR 2024
Bias in Evaluation Processes: An Optimization-Based Model
NeurIPS 2023
Private Covariance Approximation and Eigenvalue-Gap Bounds for Complex Gaussian Perturbations
COLT 2023
Sampling from Structured Log-Concave Distributions via a Soft-Threshold Dikin Walk
NeurIPS 2023
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions
ICML 2023
A Convergent and Dimension-Independent Min-Max Optimization Algorithm
ICML 2022
Private Matrix Approximation and Geometry of Unitary Orbits
COLT 2022
Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees
ICML 2021
Maximum Entropy Distributions: Bit Complexity and Stability
COLT 2019
Balanced News Using Constrained Bandit-based Personalization
IJCAI 2018
Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing
COLT 2018
Multiwinner Voting with Fairness Constraints
IJCAI 2018
A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally
JMLR 2012