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1

[IEEE 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2011.09.28-2011.09.30)] 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Early stopping for non-parametric regression: An optimal data-dependent stopping rule

Raskutti, Garvesh, Wainwright, Martin J., Yu, Bin

Year:

2011

Language:

english

File:

PDF, 696 KB

english, 2011

2

High-dimensional covariance estimation by minimizing ℓ1-penalized log-determinant divergence

Ravikumar, Pradeep, Wainwright, Martin J., Raskutti, Garvesh, Yu, Bin

Journal:

Electronic Journal of Statistics

Year:

2011

Language:

english

File:

PDF, 557 KB

english, 2011

3

The Information Geometry of Mirror Descent

Raskutti, Garvesh, Mukherjee, Sayan

Journal:

IEEE Transactions on Information Theory

Year:

2015

Language:

english

File:

PDF, 389 KB

english, 2015

4

The Stealth Media? Groups and Targets behind Divisive Issue Campaigns on Facebook

Kim, Young Mie, Hsu, Jordan, Neiman, David, Kou, Colin, Bankston, Levi, Kim, Soo Yun, Heinrich, Richard, Baragwanath, Robyn, Raskutti, Garvesh

Journal:

Political Communication

Year:

2018

Language:

english

File:

PDF, 882 KB

english, 2018

5

Generating queries and replies during information-seeking interactions

BHAVANI RASKUTTI, INGRID ZUKERMAN

Journal:

International Journal of Human-Computer Studies

Year:

1997

Language:

english

File:

PDF, 566 KB

english, 1997

6

Web cache focusing devices

P.P. Sember, T.R. Mueller, N. Baker, M.C. Flower, B. Raskutti, W. Wen

Journal:

Computer Networks and ISDN Systems

Year:

1998

File:

PDF, 306 KB

1998

7

Generation and selection of likely interpretations during plan recognition in task-oriented consultation systems

Bhavani Raskutti, Ingrid Zukerman

Journal:

User Modeling and User-Adapted Interaction

Year:

1991

Language:

english

File:

PDF, 1.69 MB

english, 1991

8

Improved measurements of the intergalactic medium temperature around quasars: possible evidence for the initial stages of He ii reionization at z ≃ 6

James S. Bolton, George D. Becker, Sudhir Raskutti, J. Stuart B. Wyithe, Martin G. Haehnelt, Wallace L. W. Sargent

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2012

Language:

english

File:

PDF, 2.05 MB

english, 2012

9

A Feature-based Approach to Recommending Selections based on Past Preferences

Bhavani Raskutti, Anthony Beitz, Belinda Ward

Journal:

User Modeling and User-Adapted Interaction

Year:

1997

Language:

english

File:

PDF, 252 KB

english, 1997

10

Pretreatment Gene Expression Profiles Can Be Used to Predict Response to Neoadjuvant Chemoradiotherapy in Esophageal Cancer

Cuong Duong, Danielle M. Greenawalt, Adam Kowalczyk, Marianne L. Ciavarella, Garvesh Raskutti, William K. Murray, Wayne A. Phillips, Robert J. S. Thomas

Journal:

Annals of Surgical Oncology

Year:

2007

Language:

english

File:

PDF, 369 KB

english, 2007

11

Switching Energy and Device Size Limits on Digital Photonic Signal Processing Technologies

Hinton, K., Raskutti, G., Farrell, P.M., Tucker, R.S.

Journal:

IEEE Journal of Selected Topics in Quantum Electronics

Year:

2008

Language:

english

File:

PDF, 320 KB

english, 2008

12

Minimax Rates of Estimation for High-Dimensional Linear Regression Over -Balls

Raskutti, G., Wainwright, M.J., Bin Yu

Journal:

IEEE Transactions on Information Theory

Year:

2011

Language:

english

File:

PDF, 5.42 MB

english, 2011

13

Thermal constraints on the reionization of hydrogen by Population II stellar sources

Sudhir Raskutti, James S. Bolton, J. Stuart B. Wyithe, George D. Becker

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2012

Language:

english

File:

PDF, 2.57 MB

english, 2012

14

A New Method for Blocking Probability Evaluation in OBS/OPS Networks With Deflection Routing

Wong, E.W.M., Baliga, J., Zukerman, M., Zalesky, A., Raskutti, G.

Journal:

Journal of Lightwave Technology

Year:

2009

Language:

english

File:

PDF, 821 KB

english, 2009

15

Enhanced Blocking Probability Evaluation Method for Circuit-Switched Trunk Reservation Networks

Raskutti, G., Zalesky, A., Wong, E.W.M., Zukerman, M.

Journal:

IEEE Communications Letters

Year:

2007

Language:

english

File:

PDF, 88 KB

english, 2007

16

Extreme re-balancing for SVMs

Raskutti, Bhavani, Kowalczyk, Adam

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2004

File:

PDF, 248 KB

2004

17

[IEEE 2009 14th OptoElectronics and Communications Conference (OECC) - Hong Kong, China (2009.07.13-2009.07.17)] 2009 14th OptoElectronics and Communications Conference - Blocking probability evaluation and traffic management of bufferless OPS/OBS networks

Wong, Eric M. W., Baliga, Jayant, Zukerman, Moshe, Zalesky, Andrew, Raskutti, Garvesh

Year:

2009

Language:

english

File:

PDF, 96 KB

english, 2009

18

[IEEE 2007 IEEE International Conference on Communications - Glasgow, Scotland (2007.06.24-2007.06.28)] 2007 IEEE International Conference on Communications - Blocking Probability Estimation for Trunk Reservation Networks

Raskutti, G., Zalesky, A., Wong, E. W. M., Zukerman, M.

Year:

2007

Language:

english

File:

PDF, 169 KB

english, 2007

19

[IEEE Comput. Soc 15th IEEE International Conference on Tools with Artificial Intelligence - Sacramento, CA, USA (3-5 Nov. 2003)] Proceedings. 15th IEEE International Conference on Tools with Artificial Intelligence - Query expansion and query reduction in document retrieval

Zukerman, I., Raskutti, B., Yingying Wen,

Year:

2003

Language:

english

File:

PDF, 276 KB

english, 2003

20

[IEEE 2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2009.09.30-2009.10.2)] 2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Minimax rates of convergence for high-dimensional regression under ℓq-ball sparsity

Raskutti, Garvesh, Wainwright, Martin J., Yu, Bin

Year:

2009

Language:

english

File:

PDF, 228 KB

english, 2009

21

[IEEE 2007 the Joint International Conference on Optical Internet (COIN) and Australian Conference on Optical Fibre Technology (ACOFT) - Melbourne, Australia (2007.06.24-2007.06.27)] COIN-ACOFT 2007 - Joint International Conference on the Optical Internet and the 32nd Australian Conference on Optical Fibre Technology - Power and size comparison of optical and electronic signal processing technologies

Raskutti, Garvesh, Hinton, Kerry, Tucker, Rodney S.

Year:

2007

Language:

english

File:

PDF, 685 KB

english, 2007

22

The structure of reionization in hierarchical galaxy formation models

Kim, H.-S., Wyithe, J. S. B., Raskutti, S., Lacey, C. G., Helly, J. C.

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2013

Language:

english

File:

PDF, 12.01 MB

english, 2013

23

THE STELLAR HALOS OF MASSIVE ELLIPTICAL GALAXIES. II. DETAILED ABUNDANCE RATIOS AT LARGE RADIUS

Greene, Jenny E., Murphy, Jeremy D., Graves, Genevieve J., Gunn, James E., Raskutti, Sudhir, Comerford, Julia M., Gebhardt, Karl

Journal:

The Astrophysical Journal

Year:

2013

Language:

english

File:

PDF, 846 KB

english, 2013

24

THE STELLAR HALOS OF MASSIVE ELLIPTICAL GALAXIES. III. KINEMATICS AT LARGE RADIUS

Raskutti, Sudhir, Greene, Jenny E., Murphy, Jeremy D.

Journal:

The Astrophysical Journal

Year:

2014

Language:

english

File:

PDF, 602 KB

english, 2014

25

Energy consumption limits in high-speed optical and electronic signal processing

Tucker, R.S., Hinton, K., Raskutti, G.

Journal:

Electronics Letters

Year:

2007

Language:

english

File:

PDF, 142 KB

english, 2007

26

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - Optimising area under the ROC curve using gradient descent

Herschtal, Alan, Raskutti, Bhavani

Year:

2004

Language:

english

File:

PDF, 116 KB

english, 2004

27

[ACM Press Proceeding of the eleventh ACM SIGKDD international conference - Chicago, Illinois, USA (2005.08.21-2005.08.24)] Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining - KDD '05 - Predicting the product purchase patterns of corporate customers

Raskutti, Bhavani, Herschtal, Alan

Year:

2005

Language:

english

File:

PDF, 595 KB

english, 2005

28

[ACM Press the eighth ACM SIGKDD international conference - Edmonton, Alberta, Canada (2002.07.23-2002.07.26)] Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02 - Combining clustering and co-training to enhance text classification using unlabelled data

Raskutti, Bhavani, Ferrá, Herman, Kowalczyk, Adam

Year:

2002

Language:

english

File:

PDF, 677 KB

english, 2002

29

Minimax Optimal Rates for Poisson Inverse Problems With Physical Constraints

Jiang, Xin, Raskutti, Garvesh, Willett, Rebecca

Journal:

IEEE Transactions on Information Theory

Year:

2015

Language:

english

File:

PDF, 871 KB

english, 2015

30

One class SVM for yeast regulation prediction

Kowalczyk, Adam, Raskutti, Bhavani

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2002

Language:

english

File:

PDF, 40 KB

english, 2002

31

Image inpainting using reproducing kernel Hilbert space and Heaviside functions

Wang, Si, Guo, Weihong, Huang, Ting-Zhu, Raskutti, Garvesh

Journal:

Journal of Computational and Applied Mathematics

Year:

2016

Language:

english

File:

PDF, 1.97 MB

english, 2016

32

NUMERICAL SIMULATIONS OF TURBULENT MOLECULAR CLOUDS REGULATED BY RADIATION FEEDBACK FORCES. I. STAR FORMATION RATE AND EFFICIENCY

Raskutti, Sudhir, Ostriker, Eve C., Skinner, M. Aaron

Journal:

The Astrophysical Journal

Year:

2016

Language:

english

File:

PDF, 7.00 MB

english, 2016

33

[IEEE 2016 IEEE Statistical Signal Processing Workshop (SSP) - Palma de Mallorca, Spain (2016.6.26-2016.6.29)] 2016 IEEE Statistical Signal Processing Workshop (SSP) - Inferring high-dimensional poisson autoregressive models

Hall, Eric C., Raskutti, Garvesh, Willett, Rebecca

Year:

2016

Language:

english

File:

PDF, 149 KB

english, 2016

34

Geometry of the faithfulness assumption in causal inference

Uhler, Caroline, Raskutti, Garvesh, Bühlmann, Peter, Yu, Bin

Journal:

The Annals of Statistics

Year:

2013

Language:

english

File:

PDF, 1.15 MB

english, 2013

35

Numerical Simulations of Turbulent Molecular Clouds Regulated by Radiation Feedback Forces. II. Radiation–Gas Interactions and Outflows

Raskutti, Sudhir, Ostriker, Eve C., Skinner, M. Aaron

Journal:

The Astrophysical Journal

Year:

2017

Language:

english

File:

PDF, 2.69 MB

english, 2017

36

Learning directed acyclic graph models based on sparsest permutations

Raskutti, Garvesh, Uhler, Caroline

Journal:

Year:

2018

Language:

english

File:

PDF, 1.15 MB

english, 2018

37

[IEEE 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Curacao (2017.12.10-2017.12.13)] 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Network estimation via poisson autoregressive models

Mark, Ben, Raskutti, Garvesh, Willett, Rebecca

Year:

2017

Language:

english

File:

PDF, 151 KB

english, 2017

38

Non-parametric sparse additive auto-regressive network models

Zhou, Hao Henry, Raskutti, Garvesh

Journal:

IEEE Transactions on Information Theory

Year:

2018

Language:

english

File:

PDF, 2.76 MB

english, 2018

39

Minimax Optimal Convex Methods for Poisson Inverse Problems under ℓq-ball Sparsity

Li, Yuan, Raskutti, Garvesh

Journal:

IEEE Transactions on Information Theory

Year:

2018

Language:

english

File:

PDF, 668 KB

english, 2018

40

Network Estimation from Point Process Data

Mark, Benjamin, Raskutti, Garvesh, Willett, Rebecca

Journal:

IEEE Transactions on Information Theory

Year:

2018

Language:

english

File:

PDF, 978 KB

english, 2018

41

Learning High-dimensional Generalized Linear Autoregressive Models

Hall, Eric C., Raskutti, Garvesh, Willett, Rebecca M.

Journal:

IEEE Transactions on Information Theory

Year:

2018

Language:

english

File:

PDF, 4.03 MB

english, 2018

42

PUlasso: High-dimensional variable selection with presence-only data

Song, Hyebin, Raskutti, Garvesh

Journal:

Journal of the American Statistical Association

Year:

2018

Language:

english

File:

PDF, 1.08 MB

english, 2018

43

[IEEE 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Anaheim, CA, USA (2018.11.26-2018.11.29)] 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - GRAPH-BASED REGULARIZATION FOR REGRESSION PROBLEMS WITH HIGHLY-CORRELATED DESIGNS

Li, Yuan, Mark, Benjamin, Raskutti, Garvesh, Willett, Rebecca

Year:

2018

Language:

english

File:

PDF, 504 KB

english, 2018

44

Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach

Kontar, Raed, RASKUTTI, GARVESH, Zhou, Shiyu

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2020

File:

PDF, 13.36 MB

2020

45

ISLET: Fast and Optimal Low-Rank Tensor Regression via Importance Sketching

Zhang, Anru R., Luo, Yuetian, Raskutti, Garvesh, Yuan, Ming

Journal:

SIAM Journal on Mathematics of Data Science

Year:

2020

File:

PDF, 1.78 MB

2020

46

Graph-Based Regularization for Regression Problems with Alignment and Highly Correlated Designs

Li, Yuan, Mark, Benjamin, Raskutti, Garvesh, Willett, Rebecca, Song, Hyebin, Neiman, David

Journal:

SIAM Journal on Mathematics of Data Science

Year:

2020

File:

PDF, 530 KB

2020

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