Gautam Dasarathy
15 papers · 2011–2022 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (11)
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Academic Marathon
(11)
π£
Hot Topic Early Bird
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Cross-Pollinator
(11)
ποΈ
Keyword Collector
(69)
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Century Club
(15)
π₯
Unstoppable
(8)
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Trend Setter
Conferences
NIPS (5)
AISTATS (4)
ICML (2)
COLT (1)
ECCV (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
active learning
(4)
multi-armed bandit
(4)
regret bound
(3)
multi-fidelity optimization
(2)
adaptive sampling
(2)
upper confidence bound
(2)
graph signal
(2)
online learning
(1)
sample complexity
(1)
model selection
(1)
graph theory
(1)
working memory
(1)
hierarchical clustering
(1)
topological data analysis
(1)
feature selection
(1)
stochastic gradient descent
(1)
maximum likelihood
(1)
spectral clustering
(1)
gaussian process
(1)
community detection
(1)
Papers
Learning the Structure of Large Networked Systems Obeying Conservation Laws
NIPS 2022
A label efficient two-sample test
UAI 2022
Maximizing and Satisficing in Multi-armed Bandits with Graph Information
NIPS 2022
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model
AISTATS 2021
Thresholding Graph Bandits with GrAPL
AISTATS 2020
Finding the Homology of Decision Boundaries with Active Learning
NIPS 2020
Regularization via Structural Label Smoothing
AISTATS 2020
Differentiable Programming for Hyperspectral Unmixing using a Physics-based Dispersion Model
ECCV 2020
A Data-Driven and Distributed Approach to Sparse Signal Representation and Recovery
ICLR 2019
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches
ICML 2018
Multi-fidelity Bayesian Optimisation with Continuous Approximations
ICML 2017
Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations
NIPS 2016
The Multi-fidelity Multi-armed Bandit
NIPS 2016
S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification
COLT 2015
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities
AISTATS 2011