Statistics and Data Science

2023

MetaExplorer: Facilitating Reasoning with Epistemic Uncertainty in Meta-analysis

Kale, A., Lee, S., Goan, T., Tipton, E. & Hullman, J., Apr 19 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 465. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2021

Approximate Trace Reconstruction: Algorithms

Davies, S., Racz, M. Z., Schiffer, B. G. & Rashtchian, C., Jul 12 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2525-2530 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

9 Scopus citations

Change Point Analysis and Clustering Examined Through Chicago Crime During COIVD-19

Whalen, M., Papachristos, A., Feinglass, J. & Samia, N. I., 2021, 3rd International Conference on Statistics: Theory and Applications, ICSTA 2021. Ladde, G. S. & Samia, N. (eds.). Avestia Publishing, 137. (Proceedings of the International Conference on Statistics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

LSHvec: A vector representation of DNA sequences using locality sensitive hashing and FastText word embeddings

Shi, L. & Chen, B., Jan 18 2021, Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021. Association for Computing Machinery, Inc, (Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, BCB 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

2020

Collision-free Navigation of Human-centered Robots via Markov Games

Ye, G., Lin, Q., Juang, T. H. & Liu, H., May 2020, 2020 IEEE International Conference on Robotics and Automation, ICRA 2020. Institute of Electrical and Electronics Engineers Inc., p. 11338-11344 7 p. 9196810. (Proceedings - IEEE International Conference on Robotics and Automation).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

Generative data augmentation for commonsense reasoning

Yang, Y., Malaviya, C., Fernandez, J., Swayamdipta, S., Le Bras, R., Wang, J. P., Bhagavatula, C., Choi, Y. & Downey, D., 2020, Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. Association for Computational Linguistics (ACL), p. 1008-1025 18 p. (Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

60 Scopus citations

Maximum entropy gain exploration for long horizon multi-goal reinforcement learning

Pitis, S., Chan, H., Zhao, S., Stadie, B. & Ba, J., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 7706-7717 12 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-10).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

21 Scopus citations

2019

Bayesian Complex Network Community Detection Using Nonparametric Topic Model

Zhu, R. & Jiang, W., Jan 1 2019, Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and their Applications COMPLEX NETWORKS 2018. Lambiotte, R., Rocha, L. M., Lió, P., Cherifi, H., Aiello, L. M. & Cherifi, C. (eds.). Springer Verlag, p. 280-291 12 p. (Studies in Computational Intelligence; vol. 812).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Classifying small volumes of tissue for real-time monitoring radiofrequency ablation

Besler, E., Wang, Y. C., Chan, T. & Sahakian, A. V., 2019, Artificial Intelligence in Medicine - 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Proceedings. Riaño, D., Wilk, S. & ten Teije, A. (eds.). Springer Verlag, p. 205-215 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11526 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

Grid-wise control for multi-agent reinforcement learning in video game AI

Han, L., Sun, P., Du, Y., Xiong, J., Wang, Q., Sun, X., Liu, H. & Zhang, T., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 4558-4571 14 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

9 Scopus citations

Using large corpus N-gram statistics to improve recurrent neural language models

Yang, Y., Wang, J. P. & Downey, D., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 3268-3273 6 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

2018

Extracting commonsense properties from embeddings with limited human guidance

Yang, Y., Birnbaum, L. A., Wang, J. & Downey, D. C., 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Short Papers). Association for Computational Linguistics (ACL), p. 644-649 6 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

13 Scopus citations

2017

Geographic and temporal trends in fake news consumption during the 2016 US presidential election

Fourney, A., Racz, M. Z., Ranade, G., Mobius, M. & Horvitz, E., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2071-2074 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

43 Scopus citations

Rate-limited control of systems with uncertain gain

Kostina, V., Peres, Y., Racz, M. Z. & Ranade, G., Feb 10 2017, 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016. Institute of Electrical and Electronics Engineers Inc., p. 1189-1196 8 p. 7852370. (54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

7 Scopus citations

Scaling up DNA data storage

Takahashi, C., Dumas Ang, S., Organick, L., Chen, Y. J., Lopez, R., Yekhanin, S., Makarvchev, K., Racz, M. Z., Newman, S., Nguyen, B., Parker, H. Y., Rashtchian, C., Stewart, K., Gupta, G., Carlson, R., Mulligan, J., Carmean, P., Seelig, G., Ceze, L. & Strauss, K., 2017, Synthetic Biology Conference, SEED 2017: Engineering, Evolution, and Design. AIChE, p. 268-269 2 p. (Synthetic Biology Conference, SEED 2017: Engineering, Evolution, and Design).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2016

Classification of multiple annotator data using variational Gaussian process inference

Besler, E., Ruiz, P., Molina, R. & Katsaggelos, A. K., Nov 28 2016, 2016 24th European Signal Processing Conference, EUSIPCO 2016. European Signal Processing Conference, EUSIPCO, p. 2025-2029 5 p. 7760604. (European Signal Processing Conference; vol. 2016-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

Sequence assembly from corrupted shotgun reads

Ganguly, S., Mossel, E. & Racz, M. Z., Aug 10 2016, Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., p. 265-269 5 p. 7541302. (IEEE International Symposium on Information Theory - Proceedings; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

10 Scopus citations

Variational Gaussian process for missing label crowdsourcing classification problems

Ruiz, P., Besler, E., Molina, R. & Katsaggelos, A. K., Nov 8 2016, 2016 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 - Proceedings. Diamantaras, K., Uncini, A., Palmieri, F. A. N. & Larsen, J. (eds.). IEEE Computer Society, 7738909. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2016-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

2015

Dynamic budget-constrained pricing in the cloud

Friedman, E., Rácz, M. Z. & Shenker, S., 2015, Advances in Artificial Intelligence - 28th Canadian Conference on Artificial Intelligence, Canadian AI 2015, Proceeding. Barbosa, D. & Milios, E. (eds.). Springer Verlag, p. 114-121 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9091).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

Effects of Census Accuracy on Apportionment of Congress and Allocations of Federal Funds

Spencer, B. D. & Seeskin, Z. H., 2015, JSM Proceedings, Government Statistics Section. p. 3061-3075 15 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Performance evaluation and tuning of BioPig for genomic analysis

Shi, L., Wang, Z., Yu, W. & Meng, X., Nov 15 2015, Proceedings of DISCS 2015: The 2015 International Workshop on Data-Intensive Scalable Computing Systems - Held in conjunction with SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis. Association for Computing Machinery, Inc, 9. (Proceedings of DISCS 2015: The 2015 International Workshop on Data-Intensive Scalable Computing Systems - Held in conjunction with SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

Variational Gaussian process for sensor fusion

Rohani, N., Ruiz, P., Besler, E., Molina, R. & Katsaggelos, A. K., Dec 22 2015, 2015 23rd European Signal Processing Conference, EUSIPCO 2015. Institute of Electrical and Electronics Engineers Inc., p. 170-174 5 p. 7362367. (2015 23rd European Signal Processing Conference, EUSIPCO 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

2013

The Relative Statistical and Operational Plausibility of Multiple Frame Sampling for Rare Population Subgroups

Kalsbeek, W. D., Spencer, B. D. & House, C. C., 2013, Proceedings of the Survey Research Methods Section: American Statistical Association. p. 2954-2966 13 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2012

A quantitative Gibbard-Satterthwaite theorem without neutrality

Mossel, E. & Rácz, M. Z., 2012, STOC '12 - Proceedings of the 2012 ACM Symposium on Theory of Computing. p. 1041-1060 20 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

14 Scopus citations

2010

Developing an Error Structure in Components of Census Coverage Error

Mulry, M. H. & Spencer, B. D., 2010, Survey Research Methods. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2008

Direct Estimates As a Diagnostic for Dual System Estimators Based on Logistic Regression

Mulry, M. H., Spencer, B. D., Mule, T. & Nguyen, N., 2008, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2007

Verdict on Verdicts: Statistical Measurement of the Accuracy of Jury Verdicts

Spencer, B. D., 2007, Joint Statistical Meetings. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2006

A note on mixtures of experts for multiclass responses: Approximation rate and consistent bayesian inference

Ge, Y. & Jiang, W., 2006, ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning. p. 329-335 7 p. (ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning; vol. 2006).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Scopus citations

2005

Investigation of Extreme Estimates of Census Coverage Error for Small Areas

Mulry, M. H., Schindler, E., Mule, T., Nguyen, N. & Spencer, B. D., 2005, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2003

Loss Function Analysis for A.C.E. Revision II Estimates of Census 2000 Coverage Error

Mulry, M. H., ZuWallack, R. S. & Spencer, B. D., 2003, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2000

Some results on weakly accurate base learners for boosting regression and classification

Jiang, W., 2000, Multiple Classifier Systems - First International Workshop, MCS 2000, Proceedings. Kittler, J. & Roli, F. (eds.). Springer Verlag, p. 87-96 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1857 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

1995

Adjusting for Noncoverage of Nontelephone Househods in the National Immunization Survey

Battaglia, M. P., Malec, D. J., Spencer, B. D., Hoaglin, D. C. & Sedransk, J., 1995, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1994

Optimally Weighted Means in Stratified Sampling

Qian, J. & Spencer, B. D., 1994, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1993

Discussion of Germain-Julien and Fay-Thompson

Spencer, B. D., 1993, 1993 Annual Research Conference of the Bureau of the Census. Bureau of the Census

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Evaluating Accuracy of Population Estimates for Small Areas

Mulry, M. H. & Spencer, B. D., 1993, Small Area Statistics and Survey Designs, Volume II. Central Statistical Office

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1992

Accuracy of 1990 Census Undercount Estimates for the Postcensal Estimates

Mulry, M. H. & Spencer, B. D., 1992, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Accuracy of Undercount Estimates for the 1990 Census

Spencer, B. D., 1992, 1992 Annual Research Conference of the Bureau of the Census. Bureau of the Census

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1991

Shrinkage Weights for Unequal Probability Samples

Cohen, T. & Spencer, B. D., 1991, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1990

Total Error in Post Enumeration Survey (PES) Estimates of Population: The Dress Rehearsal Census of 1988

Mulry, M. H. & Spencer, B. D., 1990, 1990 Annual Research Conference of the Bureau of the Census. Bureau of the Census

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1988

Assessing Total Error in Dual System Estimates

Mulry, M. H. & Spencer, B. D., 1988, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Total Error of Dual-System Estimates of Population Size

Mulry, M. H. & Spencer, B. D., 1988, Fourth Annual Research Conference of the Bureau of the Census. Bureau of the Census

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1987

Sampling Problems in Merging a Cross Sectional and a Longitudinal Program

Spencer, B. D., 1987, The National Assessment of Educational Progress and the Longitudinal Studies Program. Brown, G. H. & Faupel, E. M. (eds.). Center for Education Statistics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1986

Conceptual Issues in Measuring Improvement in Population Estimates

Spencer, B. D., 1986, Second Annual Research Conference of the Bureau of the Census. Bureau of the Census

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1985

Test Score Decline: What and How Well Does It Measure?

Spencer, B. D., 1985, Social Statistics Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1984

Simplifying Complex Samples with the Bootstrap

Spencer, B. D., 1984, Survey Research Methods Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Toward Conducting Benefit-Cost Analyses of Data Programs

Spencer, B. D., 1984, Social Statistics Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1982

Distribution of Federal Benefits According to Statistical Formulas: Discussion of Paper

Spencer, B. D., 1982, Social Statistics Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Feasibility of Benefit-Cost Analysis of Public Data

Spencer, B. D., 1982, Social Statistics Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1981

Issues of Accuracy and Equity in Adjusting for Census Undercount

Spencer, B. D., 1981, Social Statistics Section. American Statistical Association

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1980

Implications of Equity and Accuracy for Undercount Adjustment: A Decision- Theoretic Approach

Spencer, B. D., 1980, Proceedings of the 1980 Conference. U.S. Department of Commerce

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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