Arun Rajkumar
14 papers · 2012–2024 · 8 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (12)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(12)
🗃️
Keyword Collector
(58)
📈
Trend Setter
💎
Century Club
(14)
❓
The Questioner
Conferences
NIPS (5)
AISTATS (2)
ICML (2)
ACL (1)
COLT (1)
ICLR (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
pairwise comparison
(4)
bradley-terry-luce model
(3)
sample complexity
(2)
regret bound
(2)
combinatorial optimization
(2)
adversarial learning
(2)
rank aggregation
(2)
tournament solution
(2)
distributed learning
(1)
statistical convergence
(1)
stochastic gradient descent
(1)
federated learning
(1)
preference learning
(1)
feature representation
(1)
domain adaptation
(1)
stochastic optimization
(1)
ranking aggregation
(1)
online optimization
(1)
resource allocation
(1)
transfer learning
(1)
Papers
A Graph Theoretic Approach for Preference Learning with Feature Information
UAI 2024
Byzantine Spectral Ranking
NIPS 2022
A Theory of Tournament Representations
ICLR 2022
On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons
NIPS 2021
Lovasz Convolutional Networks
AISTATS 2019
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback
NIPS 2019
Learning Transferable Feature Representations Using Neural Networks
ACL 2019
Multi-Source Iterative Adaptation for Cross-Domain Classification
IJCAI 2016
Dueling Bandits: Beyond Condorcet Winners to General Tournament Solutions
NIPS 2016
When can we rank well from comparisons of O(n\log(n)) non-actively chosen pairs?
COLT 2016
Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top
ICML 2015
A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data
ICML 2014
Online Decision-Making in General Combinatorial Spaces
NIPS 2014
A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification
AISTATS 2012