Stephen Pasteris
17 papers · 2012–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Academic Marathon (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π€
Dynamic Duo
(14)
π
Trend Setter
ποΈ
Keyword Collector
(70)
π
Century Club
(17)
Conferences
NIPS (10)
ALT (4)
AISTATS (1)
COLT (1)
JMLR (1)
Top co-authors
Keywords
online learning
(9)
regret bound
(6)
mistake bound
(4)
multi-armed bandit
(3)
matrix completion
(2)
adversarial learning
(2)
adversarial bandit
(2)
online algorithm
(2)
similarity prediction
(2)
kernel methods
(2)
online prediction
(2)
message passing
(1)
collaborative filtering
(1)
nearest neighbor
(1)
ising model
(1)
hedge algorithm
(1)
graph classification
(1)
dynamic regret
(1)
graph structure
(1)
probabilistic inference
(1)
Papers
Adversarial Online Collaborative Filtering
ALT 2024
Bandits with Abstention under Expert Advice
NIPS 2024
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
NIPS 2024
Perceptronic Complexity and Online Matrix Completion
ALT 2023
Nearest Neighbour with Bandit Feedback
NIPS 2023
Online Learning of Facility Locations
ALT 2021
A Gang of Adversarial Bandits
NIPS 2021
Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback
NIPS 2021
Online Matrix Completion with Side Information
NIPS 2020
Online Multitask Learning with Long-Term Memory
NIPS 2020
MaxHedge: Maximizing a Maximum Online
AISTATS 2019
On Similarity Prediction and Pairwise Clustering
ALT 2018
Mistake Bounds for Binary Matrix Completion
NIPS 2016
Predicting a Switching Sequence of Graph Labelings
JMLR 2015
Online Prediction at the Limit of Zero Temperature
NIPS 2015
Online Similarity Prediction of Networked Data from Known and Unknown Graphs
COLT 2013
Online Sum-Product Computation Over Trees
NIPS 2012