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Monday, June 14, 2021 9:30 am - 9:30 am EDT (GMT -04:00)

DSG Seminar Series • Efficient Network Embeddings for Large Graphs

Please note: This seminar will be given online.

Xiaokui Xiao, School of Computing
National University of Singapore

Given a graph G, network embedding maps each node in G into a compact, fixed-dimensional feature vector, which can be used in downstream machine learning tasks. Most of the existing methods for network embedding fail to scale to large graphs with millions of nodes, as they either incur significant computation cost or generate low-quality embeddings on such graphs.

Friday, June 25, 2021 2:00 pm - 2:00 pm EDT (GMT -04:00)

Seminar • Systems and Networking — Consistency and Performance in Distributed Storage Systems

Please note: This seminar will be given online.

Aishwarya Ganesan, Postdoctoral Researcher
VMware Research

The tradeoff between performance and correctness is pervasive across computer systems such as shared-memory multiprocessors, databases, and local file systems. The same tradeoff exists in distributed storage systems as well; designers must often choose consistency or performance but not both. In this talk, I will show how we can build distributed storage systems that provide strong guarantees yet also perform well.

Thursday, July 15, 2021 3:00 pm - 3:00 pm EDT (GMT -04:00)

PhD Seminar • Artificial Intelligence | Autonomous Vehicles — Solution Concepts in Hierarchical Games Under Bounded Rationality with Applications to Autonomous Driving

Please note: This PhD seminar will be given online.

Atrisha Sarkar, PhD candidate
David R. Cheriton School of Computer Science

Supervisor: Professor Krzysztof Czarnecki