Nisheeth K. Vishnoi
16 papers · 2012–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (6)
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Interdisciplinary Bridge
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(13)
🧬
Topic Evolution
💎
Century Club
(16)
🗃️
Keyword Collector
(61)
🔥
Unstoppable
(5)
Conferences
ICML (6)
COLT (4)
IJCAI (2)
NIPS (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
differential privacy
(3)
fairness constraint
(3)
convex optimization
(2)
submodular function
(2)
multiwinner voting
(2)
principal component analysis
(1)
game theory
(1)
maximum entropy
(1)
low-rank approximation
(1)
approximation algorithm
(1)
simulated annealing
(1)
gradient descent
(1)
ranking aggregation
(1)
matrix approximation
(1)
fair classification
(1)
linear classifier
(1)
subset selection
(1)
markov chain monte carlo
(1)
false positive rate
(1)
markov chain
(1)
Papers
Efficient Diffusion Models for Symmetric Manifolds
ICML 2025
A Mathematical Framework for AI-Human Integration in Work
ICML 2025
Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers
ICLR 2024
Centralized Selection with Preferences in the Presence of Biases
ICML 2024
Bias in Evaluation Processes: An Optimization-Based Model
NIPS 2023
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions
ICML 2023
Sampling from Structured Log-Concave Distributions via a Soft-Threshold Dikin Walk
NIPS 2023
Private Covariance Approximation and Eigenvalue-Gap Bounds for Complex Gaussian Perturbations
COLT 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
Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing
COLT 2018
Multiwinner Voting with Fairness Constraints
IJCAI 2018
Balanced News Using Constrained Bandit-based Personalization
IJCAI 2018
A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally
JMLR 2012