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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

Year:

2018

Language:

english

File:

PDF, 1.76 MB

english, 2018

2

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

Year:

2019

File:

PDF, 459 KB

2019

3

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

Year:

2019

File:

PDF, 484 KB

2019

4

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

Year:

2017

Language:

english

File:

PDF, 776 KB

english, 2017

5

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

Year:

2019

File:

PDF, 697 KB

2019

6

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

Year:

2020

Language:

english

File:

PDF, 15.14 MB

english, 2020

7

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

Year:

2014

Language:

english

File:

PDF, 846 KB

english, 2014

8

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

Year:

2013

Language:

english

File:

PDF, 1.93 MB

english, 2013

9

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

Year:

2018

Language:

english

File:

PDF, 2.19 MB

english, 2018

10

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

Year:

2020

Language:

english

File:

PDF, 1.10 MB

english, 2020

11

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

Year:

2020

File:

PDF, 1.05 MB

2020

12

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

Year:

2020

File:

PDF, 2.05 MB

2020

13

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

Year:

2013

Language:

english

File:

PDF, 2.11 MB

english, 2013

14

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

Year:

2011

Language:

english

File:

PDF, 1.17 MB

english, 2011

15

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

Year:

2014

Language:

english

File:

PDF, 645 KB

english, 2014

16

[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

Year:

2013

Language:

english

File:

PDF, 1.00 MB

english, 2013

17

[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

Year:

2014

Language:

english

File:

PDF, 691 KB

english, 2014

18

[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

Year:

2014

Language:

english

File:

PDF, 175 KB

english, 2014

19

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

Year:

2015

Language:

english

File:

PDF, 2.01 MB

english, 2015

20

[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

Year:

2013

Language:

english

File:

PDF, 675 KB

english, 2013

21

[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

Year:

2014

Language:

english

File:

PDF, 320 KB

english, 2014

22

[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

Year:

2008

Language:

english

File:

PDF, 268 KB

english, 2008

23

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

Year:

2015

Language:

english

File:

PDF, 2.28 MB

english, 2015

24

Efficient Interference Management Policies for Femtocell Networks

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

Journal:

IEEE Transactions on Wireless Communications

Year:

2015

Language:

english

File:

PDF, 884 KB

english, 2015

25

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

Year:

2015

Language:

english

File:

PDF, 1.40 MB

english, 2015

26

[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

Year:

2015

Language:

english

File:

PDF, 351 KB

english, 2015

27

[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

Year:

2015

Language:

english

File:

PDF, 246 KB

english, 2015

28

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

Year:

2015

Language:

english

File:

PDF, 2.75 MB

english, 2015

29

Context-based unsupervised ensemble learning and feature ranking

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

Journal:

Machine Learning

Year:

2016

Language:

english

File:

PDF, 2.96 MB

english, 2016

30

Actionable intelligence and online learning for semantic computing

Tekin, Cem, van der Schaar, Mihaela

Journal:

Encyclopedia with Semantic Computing and Robotic Intelligence

Year:

2017

Language:

english

File:

PDF, 968 KB

english, 2017

31

Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning

Alaa, Ahmed M., van der Schaar, Mihaela

Journal:

Scientific Reports

Year:

2018

File:

PDF, 4.09 MB

2018

32

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

Year:

2018

Language:

english

File:

PDF, 674 KB

english, 2018

33

Machine Learning in the Air

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

Journal:

IEEE Journal on Selected Areas in Communications

Year:

2019

Language:

english

File:

PDF, 1.52 MB

english, 2019

34

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

Year:

2019

Language:

english

File:

PDF, 459 KB

english, 2019

35

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

Year:

2019

Language:

english

File:

PDF, 484 KB

english, 2019

36

Opportunities for machine learning to transform care for people with cystic fibrosis

Abroshan, Mahed, Alaa, Ahmed M., Rayner, Oli, van der Schaar, Mihaela

Journal:

Journal of Cystic Fibrosis

Year:

2020

File:

PDF, 577 KB

2020

37

In-band motion compensated temporal filtering

Yiannis Andreopoulos, Adrian Munteanu, Joeri Barbarien, Mihaela Van der Schaar, Jan Cornelis, Peter Schelkens

Journal:

Signal Processing: Image Communication

Year:

2004

Language:

english

File:

PDF, 560 KB

english, 2004

38

Foresighted tree configuration games in resource constrained distributed stream mining sensors

Hyunggon Park, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar

Journal:

Ad Hoc Networks

Year:

2011

Language:

english

File:

PDF, 871 KB

english, 2011

39

Interframe wavelet coding—motion picture representation for universal scalability

Jens-Rainer Ohm, Mihaela van der Schaar, John W. Woods

Journal:

Signal Processing: Image Communication

Year:

2004

Language:

english

File:

PDF, 998 KB

english, 2004

40

Designing autonomous layered video coders

Nicholas Mastronarde, Mihaela van der Schaar

Journal:

Signal Processing: Image Communication

Year:

2009

Language:

english

File:

PDF, 896 KB

english, 2009

41

Peer-to-Peer multimedia sharing based on social norms

Yu Zhang, Mihaela van der Schaar

Journal:

Signal Processing: Image Communication

Year:

2012

Language:

english

File:

PDF, 505 KB

english, 2012

42

[IEEE 2008 IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN) - Chicago, IL, USA (2008.10.14-2008.10.17)] 2008 3rd IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks - Stochastic Game Formulation for Cognitive Radio Networks

Fu, Fangwen, van der Schaar, Mihaela

Year:

2008

Language:

english

File:

PDF, 276 KB

english, 2008

43

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Online reinforcement learning for multimedia buffer control

Mastronarde, Nicholas, van der Schaar, Mihaela

Year:

2010

Language:

english

File:

PDF, 215 KB

english, 2010

44

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Social norm and long-run learning in peer-to-peer networks

Zhang, Yu, van der Schaar, Mihaela

Year:

2011

Language:

english

File:

PDF, 238 KB

english, 2011

45

Online Learning in BitTorrent Systems

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

Journal:

IEEE Transactions on Parallel and Distributed Systems

Year:

2012

Language:

english

File:

PDF, 836 KB

english, 2012

46

MOS-Based Congestion Control for Conversational Services in Wireless Environments

Habachi, Oussama, Hu, Yusuo, van der Schaar, Mihaela, Hayel, Yezekael, Wu, Feng

Journal:

IEEE Journal on Selected Areas in Communications

Year:

2012

Language:

english

File:

PDF, 826 KB

english, 2012

47

Generalized Phase Shifting for M -Band Discrete Wavelet Packet Transforms

Yiannis Andreopoulos, Mihaela van der Schaar

Journal:

IEEE Transactions on Signal Processing

Year:

2007

Language:

english

File:

PDF, 392 KB

english, 2007

48

Joint Physical-Layer and System-Level Power Management for Delay-Sensitive Wireless Communications

Mastronarde, Nicholas, van der Schaar, Mihaela

Journal:

IEEE Transactions on Mobile Computing

Year:

2013

Language:

english

File:

PDF, 1.30 MB

english, 2013

49

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - Mitigating uncertainty in Stackelberg games

Parsaeefard, Saeedeh, van der Schaar, Mihaela, Sharafat, Ahmad R.

Year:

2012

Language:

english

File:

PDF, 212 KB

english, 2012

50

[IEEE 2009 International Conference on Game Theory for Networks (GameNets) - Istanbul, Turkey (2009.05.13-2009.05.15)] 2009 International Conference on Game Theory for Networks - From competition to coopetition: Stackelberg equilibrium in multi-user power control games

Yi Su,, van der Schaar, Mihaela

Year:

2009

Language:

english

File:

PDF, 556 KB

english, 2009

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