ScAI Machine Learning Seminar, Fall & Winter 2018 (Archive)

Archive of ScAI machine learning seminar in Fall quarter, 2018.

[Current Seminar]

[Winter 2019]

Date Title Speaker Refs.
1.11 Multi-relational Knowledge Representation and Acquisition Muhao Chen PDF
1.18 Grounding Reinforcement Learning with Real-world Dialog Applications Zhou Yu N/A
1.25 Combining Behavioral and Generative Models for Product Recommendation and Design Julian McAuley N/A
2.8 Recent advance on deep learning optimization theory Difan Zou PDF
2.15 A New Synthesis of Knowledge Representation and Learning Yitao Liang PDF
3.1 Understanding the Bias and Data Efficiency of Uncertainty Sampling Steve Mussmann N/A
3.15 Southern California Machine Learning Symposium Bistra Dilkina, Pietro Perona, Hongjing Lu, Alicia Solow-Niederman N/A
3.22 Embedding Uncertain Knowledge Graphs Xuelu Chen PDF

[Fall 2018]

Date Title Speaker Refs.
10.5 CoQA: A Conversational Question Answering Challenge Siva Reddy PDF
10.12 Efficient Deep Learning Ting Chen PDF
10.19 Optimization from A Continuous-time View Pan Xu PDF
10.26 Conversational Question Answering Scott Wen-tau Yih PDF
11.2 Modeling and Distinguishing User Behaviors on the Web Jyun-yu Jiang PDF
11.9 Diversity-promoting and Large-scale ML for Healthcare Pengtao Xie PDF
11.16 Adopting Machine Learning techniques in Database System Jin Wang PDF
11.30 Learning to Generate Language and Actions with Structured Agents William Wang PDF
12.7 Democratize Data Science: NLI to Data Xifeng Yan N/A
12.14 PaperRobot: Incremental Drafting of Ideas in Biomedical Domain Heng Ji N/A