Sai Ganesh Nagarajan
11 papers · 2020–2025 · 5 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird
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Keyword Collector
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Venues
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Research topics
Machine Learning
(8)
Mathematics & Optimization
(8)
Optimization
(5)
Optimization & Theory
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(3)
Mathematics
(3)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications
(1)
Architectures
(1)
Foundations
(1)
Learning Types
(1)
Keywords
dynamical system
(3)
multi-agent learning
(2)
depth-width tradeoff
(2)
expectation maximization
(2)
high-dimensional estimation
(1)
gradient descent
(1)
minimax optimization
(1)
mirror descent
(1)
nash equilibrium
(1)
sparse linear regression
(1)
approximation error
(1)
no-regret learning
(1)
expectation-maximization algorithm
(1)
k-means
(1)
approximation algorithm
(1)
gaussian mixture model
(1)
online algorithm
(1)
gaussian graphical model
(1)
convergence guarantee
(1)
support recovery
(1)
Papers
S-CFE: Simple Counterfactual Explanations
AISTATS 2025
The Complexity of Two-Team Polymatrix Games with Independent Adversaries
ICLR 2025
Analyzing D^Ξ± seeding for k-means
ICML 2024
Mean Estimation of Truncated Mixtures of Two Gaussians: A Gradient Based Approach
AAAI 2023
Online Algorithms with Costly Predictions
AISTATS 2023
Efficient Statistics for Sparse Graphical Models from Truncated Samples
AISTATS 2021
Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes
AISTATS 2021
Better depth-width trade-offs for neural networks through the lens of dynamical systems
ICML 2020
Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem
ICLR 2020
From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics
ICML 2020
On the Analysis of EM for truncated mixtures of two Gaussians
ALT 2020