Schedule
Venue: Summit 4 - Ground Level, Egan
- Session I
- 8:00 AM - 8:05 AM Opening Remarks
- 8:05 AM - 8:35 AM Yisong Yue (Caltech)
- Title: Real-World Bayesian Optimization.
- 8:35 AM - 8:55 AM Best Contributed Talk - Conrad Holtsclaw (University of Massachusetts Amherst)
- Title: Towards Joint Segmentation and Active Learning for Block Structured Data Streams.
- 8:55 AM - 9:25 AM Phoebe Liu (Figure Eight)
- Title: Crowdsourcing Human Behaviors for Conversational Social Robot.
- 9:25 AM- 9:45 AM Active Learning Empirical Study (Google) [Questionnaire]
- Posters + Coffee Break (9:45AM- 10:30AM)
- Session II
- 10:30 AM- 11:00 AM Steve Mussmann (Stanford)
- Title: Understanding the Bias and Data Efficiency of Uncertainty Sampling.
- 11:00 AM - 11:30 AM Quang Duong (Google)
- Title: Medical Ground-truth Data: Diagnosis at Scale and its Challenges.
- 11:30 AM- 12:00 PM Jennifer Prendki (Alectio)
- Title: Labeling Quality vs. Data Quantity: Are Larger Training Sets Always Better?
- 10:30 AM- 11:00 AM Steve Mussmann (Stanford)