2023 SIAM International Conference on Data Mining

Conference Program

Contributed Presentations (CP) are 15 minutes with an additional 5 minutes of discussion.

Workshops follow their own posted schedule. BOTH workshop and tutorial participants are strongly encouraged to consult the workshop and tutorial websites linked from within the session description (click on title below).

Wednesday, April 26
5:00 PM - 7:00 PM Registration
Think 2 - 2nd Floor
Thursday, April 27
7:15 AM - 4:30 PM Registration
Think 2 - 2nd Floor
7:30 AM - 8:15 AM Continental Breakfast
Meridian Ballroom & Foyer
8:00 AM - 8:15 AM Welcome Remarks and Best Paper Award Announcement
Pinnacle Ballroom
8:15 AM - 9:30 AM IP1 Interdisciplinary Modeling to Explore Interventions for Disaster Preparation and Response
Yolanda Gil, University of Southern California, U.S.
Pinnacle Ballroom
9:30 AM - 10:00 AM Coffee Break
Meridian Ballroom & Foyer
10:00 AM - 12:00 PM
Concurrent Sessions
MT1 Augmentation Methods for Graph Learning Think 4
CP1 Social Networks/Graph Data I Pinnacle Ballroom
CP2 Recommender Systems Think 1
CP3 Clustering Think 3
10:00 AM - 6:00 PM
Concurrent Sessions
WS1 Full Day Workshop - Algorithmic Fairness in Artificial intelligence, Machine Learning and Decision Making Think 5
WS2 Full Day Workshop - Data Science for Smart Manufacturing and Healthcare Pathways
12:00 PM - 1:30 PM Lunch Break
Attendees on their own
1:30 PM - 3:30 PM
Concurrent Sessions
MT2 Tackling Climate Change with Machine Learning: Opportunities, Challenges, and Considerations Think 4
CP4 Social Networks/Graph Data II Pinnacle Ballroom
CP5 Spatial/Temporal Data I Think 1
CP6 Classification Think 3
3:30 PM - 4:00 PM Coffee Break
Meridian Ballroom & Foyer
4:00 PM - 5:00 PM PD1 The Future of Digital Health Pinnacle Ballroom
5:00 PM - 6:00 PM Dinner Break
Attendees on their own
6:00 PM - 8:00 PM Welcome Reception and Poster Session I (posters from sessions CP1 - CP11 & Blue Sky Session)
Meridian Ballroom
Friday, April 28
7:30 AM - 8:15 AM Continental Breakfast
Meridian Ballroom & Foyer
7:30 AM - 3:45 PM Registration
Think 2 - 2nd Floor
8:00 AM - 8:15 AM Remarks
Pinnacle Ballroom
8:15 AM - 9:30 AM IP2 AI-Enabled Scientific Revolution
Wei Ding, National Science Foundation, U.S.
Pinnacle Ballroom
9:30 AM - 10:00 AM Coffee Break
Meridian Ballroom & Foyer
10:00 AM - 12:00 PM
Concurrent Sessions
MT3 Data-Efficient Graph Learning Think 4
MT4 Algorithmic Fairness on Graphs: State-of-the-Art and Open Challenges Think 5
CP7 Social Networks/Graph Data III Pinnacle Ballroom
CP8 Spatial/Temporal Data II Think 1
CP9 Applications I Think 3
CP22 Blue Sky Presentation Session Pathways
12:00 PM - 1:30 PM Lunch Break
Attendees on their own
1:30 PM - 2:45 PM IP3 Towards Trustworthy and Responsible AI/ML
Joydeep Ghosh, University of Texas at Austin, U.S.
Pinnacle Ballroom
2:45 PM - 3:15 PM Coffee Break
Meridian Ballroom & Foyer
3:15 PM - 5:15 PM
Concurrent Sessions
PD2 Doctoral Forum/Career Mentorship Panel Pinnacle Ballroom
MT5 Contrastive Learning: A Heterogeneous Perspective Think 4
MT6 How to Design a Fair Data Mining System: Navigating the Trade-Offs Think 5
CP10 Social Networks/Graph Data IV Pathways
CP11 Spatial/Temporal Data III Think 1
CP12 Applications II Think 3
5:15 PM - 6:00 PM PD3 Networking Session for Underrepresented Groups Pinnacle Ballroom
6:00 PM - 8:00 PM Poster Session II (posters from sessions CP12 - CP21 & Doctoral Forum Posters)
A list of Doctoral Forum posters is available at https://www.siam.org/conferences/cm/program/specia l- events/sdm23-special-events.
Meridian Ballroom
Saturday, April 29
7:30 AM - 8:15 AM Continental Breakfast
Meridian Ballroom & Foyer
7:30 AM - 2:00 PM Registration
Think 2 - 2nd Floor
8:00 AM - 10:00 AM
Concurrent Sessions
MT7 Continual Graph Learning Think 5
MT8 When Mining Healthcare Data Meets AI Ethics: Towards Privacy-preservation, Fairness and Trustworthy Pathways
CP13 Deep Learning I Pinnacle Ballroom
CP14 Foundations I Think 1
CP15 Applications III Think 3
CP16 Anomaly Detection Think 4
10:00 AM - 10:30 AM Coffee Break
Meridian Ballroom & Foyer
10:30 AM - 10:45 AM Closing Remarks and Poster Award Announcements
Pinnacle Ballroom
10:45 AM - 12:00 PM IP4 Relational Causal Models
Vasant Honavar, Pennsylvania State University, U.S.
Pinnacle Ballroom
12:00 PM - 1:30 PM Lunch Break
Attendees on their own
1:30 PM - 3:30 PM
Concurrent Sessions
MT9 Deep Learning with Nontrivial Constraints Pathways
CP17 Deep Learning II Pinnacle Ballroom
CP18 Foundations II Think 1
CP19 Applications IV Think 3
CP20 Fairness, Privacy Think 4
CP21 Text, Web, Social Media Think 5
- CP

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