Peter Schulam

According to our database, Peter Schulam authored at least 28 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Evaluating the Utility of Grounding Documents with Reference-Free LLM-based Metrics.

Yilun Hua, Giuseppe Castellucci, Peter Schulam, Heba Elfardy, Kevin Small

CoRR, January, 2026

2023

Improving the Exploration/Exploitation Trade-Off in Web Content Discovery.

Peter Schulam, Ion Muslea

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism.

Weston Feely, Prabhakar Gupta, Manas Ranjan Mohanty, Timothy Chon, Tuhin Kundu, Vijit Singh, Sandeep Atluri, Tanya G. Roosta, Viviane Ghaderi, Peter Schulam

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

2019

Auditing Pointwise Reliability Subsequent to Training.

Peter Schulam, Suchi Saria

CoRR, 2019

Active Learning for Decision-Making from Imbalanced Observational Data.

Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski

Proceedings of the 36th International Conference on Machine Learning, 2019

Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport.

Adarsh Subbaswamy, Peter Schulam, Suchi Saria

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Can You Trust This Prediction? Auditing Pointwise Reliability After Learning.

Peter Schulam, Suchi Saria

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Learning Predictive Models That Transport.

Adarsh Subbaswamy, Peter Schulam, Suchi Saria

CoRR, 2018

Machine Learning for Health (ML4H) Workshop at NeurIPS 2018.

Natalia Antropova, Andrew L. Beam, Brett K. Beaulieu-Jones, Irene Chen, Corey Chivers, Adrian V. Dalca, Samuel G. Finlayson, Madalina Fiterau, Jason Alan Fries, Marzyeh Ghassemi, Mike Hughes, Bruno Jedynak, Jasvinder S. Kandola, Matthew B. A. McDermott, Tristan Naumann, Peter Schulam, Farah Shamout, Alexandre Yahi

CoRR, 2018

Discretizing Logged Interaction Data Biases Learning for Decision-Making.

Peter Schulam, Suchi Saria

CoRR, 2018

Opportunities in Machine Learning for Healthcare.

Marzyeh Ghassemi, Tristan Naumann, Peter Schulam, Andrew L. Beam, Rajesh Ranganath

CoRR, 2018

2017

What-If Reasoning with Counterfactual Gaussian Processes.

Peter Schulam, Suchi Saria

CoRR, 2017

Reliable Decision Support using Counterfactual Models.

Peter Schulam, Suchi Saria

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Integrative Analysis using Coupled Latent Variable Models for Individualizing Prognoses.

Peter Schulam, Suchi Saria

J. Mach. Learn. Res., 2016

Disease Trajectory Maps.

Peter Schulam, Raman Arora

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure.

Peter Schulam, Suchi Saria

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

A Probabilistic Graphical Model for Individualizing Prognosis in Chronic, Complex Diseases.

Peter Schulam, Colin Ligon, Robert Wise, Laura K. Hummers, Fredrick Wigley, Suchi Saria

Proceedings of the AMIA 2015, 2015

Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery.

Peter Schulam, Fredrick Wigley, Suchi Saria

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Diagnostic techniques for spoken keyword discovery.

Peter F. Schulam, Murat Akbacak

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

Erratum to: Large, huge or gigantic? Identifying and encoding intensity relations among adjectives in WordNet.

Vera Sheinman, Christiane Fellbaum, Isaac Julien, Peter F. Schulam, Takenobu Tokunaga

Lang. Resour. Evaluation, 2013

Large, huge or gigantic? Identifying and encoding intensity relations among adjectives in WordNet.

Vera Sheinman, Christiane Fellbaum, Isaac Julien, Peter F. Schulam, Takenobu Tokunaga

Lang. Resour. Evaluation, 2013

Robust audio-codebooks for large-scale event detection in consumer videos.

Shourabh Rawat, Peter F. Schulam, Susanne Burger, Duo Ding, Yipei Wang, Florian Metze

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Building Statistical Language Models of code.

Peter Schulam, Roni Rosenfeld, Premkumar T. Devanbu

Proceedings of the 1st International Workshop on Data Analysis Patterns in Software Engineering, 2013

2012

Informedia @TRECVID 2012.

Shoou-I Yu, Zhongwen Xu, Duo Ding, Waito Sze, Francisco Vicente, Zhenzhong Lan, Yang Cai, Shourabh Rawat, Peter F. Schulam, Nisarga Markandaiah, Sohail Bahmani, Antonio Juárez, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Lu Jiang, Qiang Chen, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Beyond audio and video retrieval: towards multimedia summarization.

Duo Ding, Florian Metze, Shourabh Rawat, Peter Franz Schulam, Susanne Burger, Ehsan Younessian, Lei Bao, Michael G. Christel, Alexander G. Hauptmann

Proceedings of the International Conference on Multimedia Retrieval, 2012

Event-based Video Retrieval Using Audio.

Qin Jin, Peter Franz Schulam, Shourabh Rawat, Susanne Burger, Duo Ding, Florian Metze

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Generating Natural Language Summaries for Multimedia.

Duo Ding, Florian Metze, Shourabh Rawat, Peter Franz Schulam, Susanne Burger

Proceedings of the INLG 2012 - Proceedings of the Seventh International Natural Language Generation Conference, 30 May 2012, 2012

2010

Automatically Determining the Semantic Gradation of German Adjectives.

Peter F. Schulam, Christiane Fellbaum

Proceedings of the Semantic Approaches in Natural Language Processing: Proceedings of the 10th Conference on Natural Language Processing, 2010