Stephen Pasteris
17 papers · 2012–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30)
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Dynamic Duo
(14)
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Keyword Collector
(71)
Top co-authors
Research topics
Machine Learning
(15)
Optimization & Theory
(11)
Core Methods
(9)
Mathematics & Optimization
(8)
Learning Types
(7)
Optimization
(7)
Artificial Intelligence
(3)
Computer Science
(3)
Data Science & Analytics
(2)
Applications Β· Data Science & Analytics
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Mathematics
(2)
Applications Β· Computer Science
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Foundations
(1)
Keywords
online learning
(9)
regret bound
(6)
mistake bound
(5)
multi-armed bandit
(3)
online prediction
(2)
kernel methods
(2)
online algorithm
(2)
adversarial bandit
(2)
adversarial learning
(2)
similarity prediction
(2)
matrix completion
(2)
message passing
(1)
graph classification
(1)
nearest neighbor
(1)
ising model
(1)
hedge algorithm
(1)
probabilistic inference
(1)
multi-task learning
(1)
dynamic regret
(1)
graph structure
(1)
Papers
Adversarial Online Collaborative Filtering
ALT 2024
Bandits with Abstention under Expert Advice
NeurIPS 2024
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
NeurIPS 2024
Nearest Neighbour with Bandit Feedback
NeurIPS 2023
Perceptronic Complexity and Online Matrix Completion
ALT 2023
A Gang of Adversarial Bandits
NeurIPS 2021
Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback
NeurIPS 2021
Online Learning of Facility Locations
ALT 2021
Online Matrix Completion with Side Information
NeurIPS 2020
Online Multitask Learning with Long-Term Memory
NeurIPS 2020
MaxHedge: Maximizing a Maximum Online
AISTATS 2019
On Similarity Prediction and Pairwise Clustering
ALT 2018
Mistake Bounds for Binary Matrix Completion
NeurIPS 2016
Online Prediction at the Limit of Zero Temperature
NeurIPS 2015
Predicting a Switching Sequence of Graph Labelings
JMLR 2015
Online Similarity Prediction of Networked Data from Known and Unknown Graphs
COLT 2013
Online Sum-Product Computation Over Trees
NeurIPS 2012