Stephen Pasteris

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All published works
Action Title Year Authors
+ PDF Chat Fair Exploration and Exploitation 2024 Stephen Pasteris
Chris Hicks
Vasilios Mavroudis
+ PDF Chat Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously 2024 Stephen Pasteris
Chris Hicks
Vasilios Mavroudis
Mark Herbster
+ PDF Chat Fusion Encoder Networks 2024 Stephen Pasteris
Chris Hicks
Vasilios Mavroudis
+ PDF Chat Bandits with Abstention under Expert Advice 2024 Stephen Pasteris
Alberto Rumi
Maximilian Thiessen
Shota Saito
Atsushi Miyauchi
Fabio Vitale
Mark Herbster
+ Adversarial Online Collaborative Filtering 2023 Stephen Pasteris
Fabio Vitale
Mark Herbster
Claudio Gentile
+ Nearest Neighbour with Bandit Feedback 2023 Stephen Pasteris
Chris Hicks
Vasilios Mavroudis
+ Sum-max Submodular Bandits 2023 Stephen Pasteris
Alberto Rumi
Fabio Vitale
Nicolò Cesa‐Bianchi
+ A Hierarchical Nearest Neighbour Approach to Contextual Bandits 2023 Stephen Pasteris
Chris Hicks
Vasilios Mavroudis
+ Joint Coreset Construction and Quantization for Distributed Machine Learning 2022 Hanlin Lu
Changchang Liu
Shiqiang Wang
Ting He
Vijaykrishnan Narayanan
Kevin Chan
Stephen Pasteris
+ Communication-efficient k-Means for Edge-based Machine Learning 2022 Hanlin Lu
Ting He
Shiqiang Wang
Changchang Liu
Mehrdad Mahdavi
Vijaykrishnan Narayanan
Kevin Chan
Stephen Pasteris
+ Communication-efficient k-Means for Edge-based Machine Learning 2021 Hanlin Lu
Ting He
Shiqiang Wang
Changchang Liu
Mehrdad Mahdavi
Vijaykrishnan Narayanan
Kevin Chan
Stephen Pasteris
+ PDF Chat Communication-efficient k-Means for Edge-based Machine Learning 2020 Hanlin Lu
Ting He
Shiqiang Wang
Changchang Liu
Mehrdad Mahdavi
Vijaykrishnan Narayanan
Kevin Chan
Stephen Pasteris
+ Online Learning of Facility Locations 2020 Stephen Pasteris
Ting He
Fabio Vitale
Shiqiang Wang
Mark Herbster
+ Online Multitask Learning with Long-Term Memory 2020 Mark Herbster
Stephen Pasteris
Lisa Tse
+ Online Multitask Learning with Long-Term Memory 2020 Mark Herbster
Stephen Pasteris
Lisa Tse
+ Online Learning of Facility Locations 2020 Stephen Pasteris
Ting He
Fabio Vitale
Shiqiang Wang
Mark Herbster
+ Online Matrix Completion with Side Information 2019 Mark Herbster
Stephen Pasteris
Lisa Tse
+ PDF Chat MaxHedge: Maximising a Maximum Online 2019 Stephen Pasteris
Fabio Vitale
Kevin Chan
Shiqiang Wang
Mark Herbster
+ PDF Chat Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems 2019 Stephen Pasteris
Shiqiang Wang
Mark Herbster
Ting He
+ Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems 2019 Stephen Pasteris
Shiqiang Wang
Mark Herbster
Ting He
+ Online Matrix Completion with Side Information 2019 Mark Herbster
Stephen Pasteris
Lisa Tse
+ MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees. 2018 Stephen Pasteris
Fabio Vitale
Kevin Chan
Shiqiang Wang
+ MaxHedge: Maximising a Maximum Online 2018 Stephen Pasteris
Fabio Vitale
Kevin Chan
Shiqiang Wang
Mark Herbster
+ On Pairwise Clustering with Side Information. 2017 Stephen Pasteris
Fabio Vitale
Claudio Gentile
Mark Herbster
+ On Pairwise Clustering with Side Information 2017 Stephen Pasteris
Fabio Vitale
Claudio Gentile
Mark Herbster
+ A Time and Space Efficient Junction Tree Architecture 2013 Stephen Pasteris
+ An Efficient New Junction Tree Architecture 2013 Stephen Pasteris
+ Fast Product Format. 2013 Stephen Pasteris
+ Online Similarity Prediction of Networked Data from Known and Unknown Graphs 2013 Claudio Gentile
Mark Herbster
Stephen Pasteris
+ A Time and Space Efficient Junction Tree Architecture 2013 Stephen Pasteris
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat Robust Coreset Construction for Distributed Machine Learning 2019 Hanlin Lu
Ming-Ju Li
Ting He
Shiqiang Wang
Vijaykrishnan Narayanan
Kevin Chan
3
+ PDF Chat Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems 2019 Stephen Pasteris
Shiqiang Wang
Mark Herbster
Ting He
3
+ Winnowing subspaces 2007 Manfred K. Warmuth
3
+ A unified framework for approximating and clustering data 2011 Dan Feldman
Michael Langberg
3
+ PDF Chat Dynamic Service Placement for Mobile Micro-Clouds with Predicted Future Costs 2016 Shiqiang Wang
Rahul Urgaonkar
Ting He
Kevin Chan
Murtaza Zafer
Kin K. Leung
3
+ PDF Chat Performance of Johnson-Lindenstrauss transform for <i>k</i> -means and <i>k</i> -medians clustering 2019 Konstantin Makarychev
Yury Makarychev
Ilya Razenshteyn
2
+ PDF Chat Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing 2015 Xu Chen
Lei Jiao
Wenzhong Li
Xiaoming Fu
2
+ PDF Chat Adaptive Federated Learning in Resource Constrained Edge Computing Systems 2019 Shiqiang Wang
Tiffany Tuor
Theodoros Salonidis
Kin K. Leung
Christian Makaya
Ting He
Kevin Chan
2
+ PDF Chat Exploiting Cluster-Structure to Predict the Labeling of a Graph 2008 Mark Herbster
2
+ PDF Chat Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks 2018 Jie Xu
Lixing Chen
Pan Zhou
2
+ On the Complexity of Linear Programming 1995 ClĂłvis C. Gonzaga
2
+ Online Convex Optimization with Stochastic Constraints 2017 Hao Yu
Michael J. Neely
Xiaohan Wei
2
+ PDF Chat Wireless Network Intelligence at the Edge 2019 Jihong Park
Sumudu Samarakoon
Mehdi Bennis
MĂŠrouane Debbah
2
+ Extensions of Lipschitz mappings into a Hilbert space 1984 William B. Johnson
Joram Lindenstrauss
2
+ Online Placement of Multi-Component Applications in Edge Computing Environments 2017 Shiqiang Wang
Murtaza Zafer
Kin K. Leung
2
+ PDF Chat Dimensionality Reduction for k-Means Clustering and Low Rank Approximation 2015 Michael B. Cohen
Sam Elder
Cameron Musco
Christopher Musco
Madalina Persu
2
+ PDF Chat Mobile Edge Computing: A Survey on Architecture and Computation Offloading 2017 Pavel Mach
Zdeněk Bečvář
2
+ PDF Chat Communication-efficient k-Means for Edge-based Machine Learning 2020 Hanlin Lu
Ting He
Shiqiang Wang
Changchang Liu
Mehrdad Mahdavi
Vijaykrishnan Narayanan
Kevin Chan
Stephen Pasteris
2
+ Discrete-Variable Extremum Problems 1957 George B. Dantzig
2
+ Empirical processes and random projections 2004 Bo’az Klartag
Shahar Mendelson
2
+ Distributed k-Means and k-Median Clustering on General Topologies 2013 Maria Florina Balcan
Steven Ehrlich
Yingyu Liang
2
+ PDF Chat A Survey on Mobile Edge Computing: The Communication Perspective 2017 Yuyi Mao
Changsheng You
Jun Zhang
Kaibin Huang
Khaled B. Letaief
2
+ Turning Big data into tiny data: Constant-size coresets for k-means, PCA and projective clustering 2018 Dan Feldman
Melanie Schmidt
Christian Sohler
2
+ Online convex programming and generalized infinitesimal gradient ascent 2003 Martin Zinkevich
2
+ Learning Similarity with Operator-valued Large-margin Classifiers 2008 Andreas Maurer
2
+ Generalization Bounds for Metric and Similarity Learning 2012 Qiong Cao
Zheng-Chu Guo
Yiming Ying
2
+ Poisson Random Fields for Dynamic Feature Models 2016 Valerio Perrone
Paul A. Jenkins
Dario Spanò
Yee Whye Teh
2
+ Matrix Completion on Graphs 2014 Vassilis Kalofolias
Xavier Bresson
Michael M. Bronstein
Pierre Vandergheynst
1
+ Excess risk bounds for multitask learning with trace norm regularization 2013 Andreas Maurer
Massimiliano Pontil
1
+ Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow 2018 Xiao Zhang
Simon S. Du
Quanquan Gu
1
+ Robust Coreset Construction for Distributed Machine Learning 2020 Hanlin Lu
Ming-Ju Li
Ting He
Shiqiang Wang
Vijaykrishnan Narayanan
Kevin Chan
1
+ Probability on Trees and Networks 2016 Russell Lyons
Yuval Peres
1
+ PDF Chat Universal Îľ-approximators for integrals 2010 Michael Langberg
Leonard J. Schulman
1
+ Performance of Johnson-Lindenstrauss Transform for k-Means and k-Medians Clustering 2018 Konstantin Makarychev
Yury Makarychev
Ilya Razenshteyn
1
+ Approximation Algorithms 2012 Mausam Kolobov
Andrey Kolobov
1
+ PDF Chat Fast linear algebra is stable 2007 James Demmel
Ioana Dumitriu
Olga Holtz
1
+ Dimensionality Reduction of Massive Sparse Datasets Using Coresets 2016 Dan Feldman
Mikhail Volkov
Daniela Rus
1
+ Low-rank matrix factorization with attributes 2006 Jacob Abernethy
Francis Bach
Theodoros Evgeniou
Jean‐Philippe Vert
1
+ PDF Chat Low Rank Estimation of Similarities on Graphs 2013 Vladimir Koltchinskii
Pedro Rangel
1
+ PDF Chat Complexity measures of sign matrices 2007 Nati Linial
Shahar Mendelson
Gideon Schechtman
Adi Shraibman
1
+ An algorithm for separable non-linear minimax problems 1987 Hanan Luss
1
+ Generating random spanning trees more quickly than the cover time 1996 David B. Wilson
1
+ PDF Chat Objective Criteria for the Evaluation of Clustering Methods 1971 Telmo Menezes
Camille Roth
1
+ PDF Chat Analytical approach to parallel repetition 2014 Irit Dinur
David Steurer
1
+ A Krylov--Schur Algorithm for Large Eigenproblems 2002 G. W. Stewart
1
+ Some improvements to the Shenoy-Shafer and Hugin architectures for computing marginals 1998 Tuija Schmidt
Prakash P. Shenoy
1
+ Generating random spanning trees 1989 Arndt BrĂśder
1
+ PDF Chat Exact matrix completion via convex optimization 2012 Emmanuel J. Candès
Benjamin Recht
1
+ PDF Chat A tutorial on spectral clustering 2007 Ulrike von Luxburg
1
+ PDF Chat The Power of Convex Relaxation: Near-Optimal Matrix Completion 2010 Emmanuel J. Candès
Terence Tao
1