AT&T Machine Learning Summit: Applications in Intelligent Systems, Big Data, and Security
May 29, 2015 – New York City
Agenda
| 8:30 | Breakfast | |
| 9:00 | Welcoming Remarks: Chris Rice, Vice President, AT&T Advanced Technology | |
| 9:10 | Talk #1: Mazin Gilbert (AT&T AVP, Intelligent Systems Research) | |
| 9:30 | Talk #2: Michael Littman (Brown University) | |
| 9:50 | Talk #3: Gus de los Reyes (AT&T Executive Director, Security Research Center) | |
| 10:10 | Break | |
| 10:40 | Talk #4: Wenke Lee (Georgia Tech) | |
| 11:00 | Talk #5: Chris Volinsky (AT&T AVP, Big Data Research) | |
| 11:20 | Talk #6: Foster Provost (NYU Stern) | |
| 11:40 | Summary/Wrap-up of Morning | |
| 11:45 | Lunch | |
| 1:30 | Roundtable Discussions: Session 1 | |
| 2:45 | Break | |
| 3:15 | Roundtable Discussions: Session 2 | |
| 4:30 | Break | |
| 4:40 | Roundtable Discussions Summary and Closing Remarks | |
| 5:00 | End of formal workshop | |
| 5:30 | Reception |
Proposed Roundtable Discussion Topics Include:
- Text mining/topic modeling
- Location Analytics
- Multimedia Data Analytics
- Computational and contextual advertising
- Large-scale data visualization
- ML in IoT and M2X
- Platforms and open source for ML
- ML for SDN and UDNC
- Exploring malicious activities via ML
- Challenges of ML in application to security
- Hierarchical Bayesian modeling for Big Data
- Privacy and data quality
- ML for customer care/experience
- ML in 10-20 years