Mihaela van der Schaar : rechercher sur Z-Library

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1

Online Learning in Limit Order Book Trade Execution

Akbarzadeh, Nima, Tekin, Cem, van der Schaar, Mihaela

Journal:

IEEE Transactions on Signal Processing

Année:

2018

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2018

2

A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs

Xu, Jie, Moon, Kyeong Ho, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2017

Langue:

english

Fichier:

PDF, 776 KB

english, 2017

3

Guest Editorial Special Issue on Machine Learning in Wireless Communication—Part I

Gesbert, David, Gunduz, Deniz, de Kerret, Paul, Murthy, Chandra R., van der Schaar, Mihaela, Sidiropoulos, Nicholas D.

Journal:

IEEE Journal on Selected Areas in Communications

Année:

2019

Fichier:

PDF, 459 KB

2019

4

Guest Editorial Special Issue on Machine Learning in Wireless Communication—Part 2

Gesbert, David, Gunduz, Deniz, de Kerret, Paul, Murthy, Chandra R., van der Schaar, Mihaela, Sidiropoulos, Nicholas D.

Journal:

IEEE Journal on Selected Areas in Communications

Année:

2019

Fichier:

PDF, 484 KB

2019

5

Winning the Lottery: Learning Perfect Coordination With Minimal Feedback

Zame, William, Jie Xu,, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2013

Langue:

english

Fichier:

PDF, 1.93 MB

english, 2013

6

Improving Workflow Efficiency for Mammography Using Machine Learning

Kyono, Trent, Gilbert, Fiona J., van der Schaar, Mihaela

Journal:

Journal of the American College of Radiology

Année:

2019

Fichier:

PDF, 697 KB

2019

7

Deep Generative Models for 3D Linker Design

Imrie, Fergus, Bradley, Anthony R., van der Schaar, Mihaela, Deane, Charlotte M

Journal:

Journal of Chemical Information and Modeling

Année:

2020

Langue:

english

Fichier:

PDF, 15.14 MB

english, 2020

8

Non-Stationary Resource Allocation Policies for Delay-Constrained Video Streaming: Application to Video over Internet-of-Things-Enabled Networks

Xu, Jie, Andrepoulos, Yiannis, Xiao, Yuanzhang, van der Schaar, Mihaela

Journal:

IEEE Journal on Selected Areas in Communications

Année:

2014

Langue:

english

Fichier:

PDF, 846 KB

english, 2014

9

Bandit Framework for Systematic Learning in Wireless Video-Based Face Recognition

Atan, Onur, Andreopoulos, Yiannis, Tekin, Cem, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2015

Langue:

english

Fichier:

PDF, 2.01 MB

english, 2015

10

Forecasting Popularity of Videos Using Social Media

Xu, Jie, van der Schaar, Mihaela, Liu, Jiangchuan, Li, Haitao

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2015

Langue:

english

Fichier:

PDF, 2.28 MB

english, 2015

11

Context-based unsupervised ensemble learning and feature ranking

Soltanmohammadi, Erfan, Naraghi-Pour, Mort, van der Schaar, Mihaela

Journal:

Machine Learning

Année:

2016

Langue:

english

Fichier:

PDF, 2.96 MB

english, 2016

12

Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks

Yoon, Jinsung, Zame, William R., van der Schaar, Mihaela

Journal:

IEEE Transactions on Biomedical Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 2.19 MB

english, 2018

13

Anonymization through Data Synthesis using Generative Adversarial Networks (ADS-GAN)

Yoon, Jinsung, Drumright, Lydia N., Van Der Schaar, Mihaela

Journal:

IEEE Journal of Biomedical and Health Informatics

Année:

2020

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2020

14

Machine learning for clinical trials in the era of COVID-19

Zame, William R., Bica, Ioana, Shen, Cong, Curth, Alicia, Lee, Hyun-Suk, Bailey, Stuart, Weatherall, James, Wright, David, Bretz, Frank, van der Schaar, Mihaela

Journal:

Statistics in Biopharmaceutical Research

Année:

2020

Fichier:

PDF, 1.05 MB

2020

15

CPAS: the UKâs national machine learning-based hospital capacity planning system for COVID-19

Qian, Zhaozhi, Alaa, Ahmed M., van der Schaar, Mihaela

Journal:

Machine Learning

Année:

2020

Fichier:

PDF, 2.05 MB

2020

16

Online Learning in BitTorrent Systems

Izhak-Ratzin, Rafit, Park, Hyunggon, Schaar, Mihaela van der

Journal:

IEEE Transactions on Parallel and Distributed Systems

Année:

2012

Langue:

english

Fichier:

PDF, 836 KB

english, 2012

17

Online Learning Based Congestion Control for Adaptive Multimedia Transmission

Habachi, Oussama, Shiang, Hsien-Po, van der Schaar, Mihaela, Hayel, Yezekael

Journal:

IEEE Transactions on Signal Processing

Année:

2013

Langue:

english

Fichier:

PDF, 2.11 MB

english, 2013

18

Autonomic and Distributed Joint Routing and Power Control for Delay-Sensitive Applications in Multi-Hop Wireless Networks

Lin, Zhichu, van der Schaar, Mihaela

Journal:

IEEE Transactions on Wireless Communications

Année:

2011

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2011

19

Information-Constrained Resource Allocation in Multicamera Wireless Surveillance Networks

Shiang, Hsien-Po, van der Schaar, Mihaela

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Année:

2010

Langue:

english

Fichier:

PDF, 740 KB

english, 2010

20

Optimality and Improvement of Dynamic Voltage Scaling Algorithms for Multimedia Applications

Cao, Zhen, Foo, Brian, He, Lei, van der Schaar, Mihaela

Journal:

IEEE Transactions on Circuits and Systems I: Regular Papers

Année:

2010

Langue:

english

Fichier:

PDF, 1.55 MB

english, 2010

21

Structural Solutions for Dynamic Scheduling in Wireless Multimedia Transmission

Fu, Fangwen, van der Schaar, Mihaela

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Année:

2012

Langue:

english

Fichier:

PDF, 498 KB

english, 2012

22

A fast online learning algorithm for distributed mining of BigData

Zhang, Yu, Sow, Daby, Turaga, Deepak, van der Schaar, Mihaela

Journal:

ACM SIGMETRICS Performance Evaluation Review

Année:

2014

Langue:

english

Fichier:

PDF, 645 KB

english, 2014

23

[IEEE 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL (2013.10.2-2013.10.4)] 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Learning optimal classifier chains for real-time big data mining

Jie Xu,, Tekin, Cem, van der Schaar, Mihaela

Année:

2013

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2013

24

Distributed Online Learning in Social Recommender Systems

Tekin, Cem, Zhang, Simpson, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 3.78 MB

english, 2014

25

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Clustering based online learning in recommender systems: A bandit approach

Song, Linqi, Tekin, Cem, van der Schaar, Mihaela

Année:

2014

Langue:

english

Fichier:

PDF, 691 KB

english, 2014

26

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Bandit framework for systematic learning in wireless video-based face recognition

Atan, Onur, Tekin, Cem, van der Schaar, Mihaela, Andreopoulos, Yiannis

Année:

2014

Langue:

english

Fichier:

PDF, 175 KB

english, 2014

27

Robust Reputation Protocol Design for Online Communities: A Stochastic Stability Analysis

Yu Zhang,, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2013

Langue:

english

Fichier:

PDF, 4.03 MB

english, 2013

28

Adaptive Linear Prediction for Resource Estimation of Video Decoding

Andreopoulos, Yiannis, van der Schaar, Mihaela

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Année:

2007

Langue:

english

Fichier:

PDF, 1.20 MB

english, 2007

29

Sharing in Networks of Strategic Agents

Xu, Jie, Song, Yangbo, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 3.46 MB

english, 2014

30

[IEEE 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL (2013.10.2-2013.10.4)] 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Game theoretic design of MAC protocols: Pricing and intervention in slotted-Aloha

Canzian, Luca, Yuanzhang Xiao,, Zorzi, Michele, van der Schaar, Mihaela

Année:

2013

Langue:

english

Fichier:

PDF, 675 KB

english, 2013

31

Informationally Decentralized System Resource Management for Multiple Multimedia Tasks

Foo, Brian, van der Schaar, Mihaela

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Année:

2009

Langue:

english

Fichier:

PDF, 701 KB

english, 2009

32

[IEEE IEEE INFOCOM 2014 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) - Toronto, ON, Canada (2014.4.27-2014.5.2)] 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) - Dynamic pricing for smart grid with reinforcement learning

Kim, Byung-Gook, Zhang, Yu, van der Schaar, Mihaela, Lee, Jang-Won

Année:

2014

Langue:

english

Fichier:

PDF, 320 KB

english, 2014

33

Dynamic Incentive Design for Participation in Direct Load Scheduling Programs

Alizadeh, Mahnoosh, Xiao, Yuanzhang, Scaglione, Anna, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 3.30 MB

english, 2014

34

[IEEE 2008 15th IEEE International Conference on Image Processing - San Diego, CA, USA (2008.10.12-2008.10.15)] 2008 15th IEEE International Conference on Image Processing - Information-driven resource negotiation strategies for multimedia applications

Park, Hyunggon, van der Schaar, Mihaela

Année:

2008

Langue:

english

Fichier:

PDF, 268 KB

english, 2008

35

Discover the Expert: Context-Adaptive Expert Selection for Medical Diagnosis

Tekin, Cem, Atan, Onur, Van Der Schaar, Mihaela

Journal:

IEEE Transactions on Emerging Topics in Computing

Année:

2015

Langue:

english

Fichier:

PDF, 861 KB

english, 2015

36

Optimal Foresighted Multi-User Wireless Video

Yuanzhang Xiao,, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2015

Langue:

english

Fichier:

PDF, 1.74 MB

english, 2015

37

Mining the Situation: Spatiotemporal Traffic Prediction With Big Data

Xu, Jie, Deng, Dingxiong, Demiryurek, Ugur, Shahabi, Cyrus, Schaar, Mihaela van der

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2015

Langue:

english

Fichier:

PDF, 2.58 MB

english, 2015

38

RELEAF: An Algorithm for Learning and Exploiting Relevance

Tekin, Cem, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2015

Langue:

english

Fichier:

PDF, 591 KB

english, 2015

39

Efficient Interference Management Policies for Femtocell Networks

Ahuja, Kartik, Xiao, Yuanzhang, van der Schaar, Mihaela

Journal:

IEEE Transactions on Wireless Communications

Année:

2015

Langue:

english

Fichier:

PDF, 884 KB

english, 2015

40

Silence is Gold: Strategic Interference Mitigation Using Tokens in Heterogeneous Small Cell Networks

Shen, Cong, Xu, Jie, van der Schaar, Mihaela

Journal:

IEEE Journal on Selected Areas in Communications

Année:

2015

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2015

41

Resource Constrained Stream Mining With Classifier Tree Topologies

Foo, Brian, Turaga, Deepak S., Verscheure, Olivier, van der Schaar, Mihaela, Amini, Lisa

Journal:

IEEE Signal Processing Letters

Année:

2008

Langue:

english

Fichier:

PDF, 243 KB

english, 2008

42

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - eTutor: Online learning for personalized education

Tekin, Cem, Braun, Jonas, van der Schaar, Mihaela

Année:

2015

Langue:

english

Fichier:

PDF, 351 KB

english, 2015

43

[IEEE 2015 IEEE International Conference on Data Mining (ICDM) - Atlantic City, NJ, USA (2015.11.14-2015.11.17)] 2015 IEEE International Conference on Data Mining - Personalized Grade Prediction: A Data Mining Approach

Meier, Yannick, Xu, Jie, Atan, Onur, Schaar, Mihaela van der

Année:

2015

Langue:

english

Fichier:

PDF, 246 KB

english, 2015

44

Dynamic Pricing and Energy Consumption Scheduling With Reinforcement Learning

Kim, Byung-Gook, Zhang, Yu, van der Schaar, Mihaela, Lee, Jang-Won

Journal:

IEEE Transactions on Smart Grid

Année:

2015

Langue:

english

Fichier:

PDF, 2.75 MB

english, 2015

45

Actionable intelligence and online learning for semantic computing

Tekin, Cem, van der Schaar, Mihaela

Journal:

Encyclopedia with Semantic Computing and Robotic Intelligence

Année:

2017

Langue:

english

Fichier:

PDF, 968 KB

english, 2017

46

Introduction to the Issue on Signal Processing and Machine Learning

van der Schaar, Mihaela, Baraniuk, Richard G., Chiang, Mung, Huang, Jonathan, Zhao, Shengdong

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2017

Langue:

english

Fichier:

PDF, 198 KB

english, 2017

47

Generalized Global Bandit and Its Application in Cellular Coverage Optimization

Shen, Cong, Zhou, Ruida, Tekin, Cem, van der Schaar, Mihaela

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2018

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2018

48

[IEEE 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Montreal, QC, Canada (2017.11.14-2017.11.16)] 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Online learning in limit order book trade execution

Akbarzadeh, Nima, Tekin, Cem, van der Schaar, Mihaela

Année:

2017

Langue:

english

Fichier:

PDF, 253 KB

english, 2017

49

Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning

Alaa, Ahmed M., van der Schaar, Mihaela

Journal:

Scientific Reports

Année:

2018

Fichier:

PDF, 4.09 MB

2018

50

Constructing effective personalized policies using counterfactual inference from biased data sets with many features

Atan, Onur, Zame, William R., Feng, Qiaojun, van der Schaar, Mihaela

Journal:

Machine Learning

Année:

2018

Langue:

english

Fichier:

PDF, 674 KB

english, 2018