Suchi Saria

Assistant Professor

20042019

Research output per year

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Research Output

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Conference contribution
2018

Counterfactual normalization: Proactively addressing dataset shift using causal mechanisms

Subbaswamy, A. & Saria, S., Jan 1 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Silva, R., Globerson, A. & Globerson, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), Vol. 2. p. 947-957 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Treatment-response models for counterfactual reasoning with continuous-time, continuous-valued interventions

Soleimani, H., Subbaswamy, A. & Saria, S., 2017, Uncertainty in Artificial Intelligence - Proceedings of the 33rd Conference, UAI 2017. AUAI Press Corvallis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Process monitoring in the intensive care unit: Assessing patient mobility through activity analysis with a non-invasive mobility sensor

Reiter, A., Ma, A., Rawat, N., Shrock, C. & Saria, S., 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9900 LNCS. p. 482-490 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

A framework for individualizing predictions of disease trajectories by exploiting multi-resolution structure

Schulam, P. & Saria, S., 2015, Advances in Neural Information Processing Systems. Neural information processing systems foundation, Vol. 2015-January. p. 748-756 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clustering longitudinal clinical marker trajectories from electronic health data: Applications to phenotyping and endotype discovery

Schulam, P., Wigley, F. & Saria, S., Jun 1 2015, Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015. AI Access Foundation, p. 2956-2964 9 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

Discovering deformable motifs in continuous time series data

Saria, S., Duchi, A. & Koller, D., Dec 1 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1465-1471 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2007

Reasoning at the right time granularity

Saria, S., Nodelman, U. & Koller, D., Dec 1 2007, Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence, UAI 2007. p. 326-334 9 p. (Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence, UAI 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2004

Probabilistic plan recognition in multiagent systems

Saria, S. & Mahadevan, S., Dec 1 2004, Proceedings of the 14th International Conference on Automated Planning and Scheduling, ICAPS 2004. Zilberstein, S., Koehler, J. & Koenig, S. (eds.). p. 287-296 10 p. (Proceedings of the 14th International Conference on Automated Planning and Scheduling, ICAPS 2004).

Research output: Chapter in Book/Report/Conference proceedingConference contribution