Arun Sai Suggala
12 papers · 2015–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Interdisciplinary Bridge π Academic Marathon (9)
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π
Conference Polyglot
(6)
π
Trend Setter
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(76)
π
Century Club
(12)
Conferences
ICML (5)
AISTATS (2)
COLT (2)
AAAI (1)
ALT (1)
NIPS (1)
Top co-authors
Keywords
graphical model
(2)
regret bound
(2)
markov random field
(2)
robust regression
(1)
online learning
(1)
non-convex optimization
(1)
nonparametric bayesian
(1)
probabilistic modeling
(1)
ensemble learning
(1)
convex optimization
(1)
matrix factorization
(1)
structure learning
(1)
parameter estimation
(1)
feature selection
(1)
sparse estimation
(1)
prototype learning
(1)
nearest neighbor
(1)
nonparametric model
(1)
probability distribution
(1)
sequential decision-making
(1)
Papers
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
NIPS 2024
Optimal Algorithms for Latent Bandits with Cluster Structure
AISTATS 2023
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation
AAAI 2023
Building Robust Ensembles via Margin Boosting
ICML 2022
Efficient Bandit Convex Optimization: Beyond Linear Losses
COLT 2021
Online Non-Convex Learning: Following the Perturbed Leader is Optimal
ALT 2020
Revisiting Adversarial Risk
AISTATS 2019
Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression
COLT 2019
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
ICML 2017
Ordinal Graphical Models: A Tale of Two Approaches
ICML 2017
Latent Feature Lasso
ICML 2017
Vector-Space Markov Random Fields via Exponential Families
ICML 2015