Electrical and Computer Engineering Program

June 7th

Session title – New Computational Platforms for Learning
9:00-9:40 – Tushar Krishna (Georgia Tech) – “An Open Source Framework for Generating Modular DNN Accelerators supporting Flexible Dataflow”
9:40-10:20 – Saibal Mukhopadhyay (Georgia Tech) – “Energy-efficient Machine Learning at the Edge: A Hardware Perspective ”
break
11:00-11:40 – Ryan Kim (CMU) = “Machine Learning-Inspired Manycore Chip Design: Interconnect Architecture to Power Management“
11:40-12:20 – Diana Marculescu (CMU) – “Hardware‐Aware Machine Learning: Modeling and Optimization”
12:30-1:30 – lunch/posters
1:30-2:30 – plenary
Session title – Machine Learning for Autonomy and Robotics
2:30-3:10 – Byron Boots (Georgia Tech) = “Learning Perception and Control for Agile Off-Road Autonomous Driving”
3:10-3:50 – David Held (CMU) – “Robot Learning through Motion and Interaction”
break
4:30-5:10 – Zsolt Kira (Georgia Tech) – “Towards Goal-Directed and Lifelong Learning for Robot Perception”
5:10-5:50 – Lujo Bauer (CMU) – “Physical-world attacks on ML +“

Session title – ML for IoT, Healthcare, and Sustainability
9:00-9:40 – Marilyn Wolf (Georgia Tech) – “Caring Analytics for Long-Term Care of People with Special Needs“
9:40-10:20 – Niraj Jha (Princeton ) – “Smart Healthcare”
break
11:00-11:40 – Tarek Abdelzaher (UIUC) – “Deep Learning Solutions for IoT Systems“
11:40-12:20 -Radu Marculescu (CMU) – “Social Sensing”
12:30-1:30 – lunch/posters
1:30-2:30 – plenary
Session title – Machine Learning in Social Media/Networks
2:30-3:10 -Negar Kiyavash (UIUC) – “TBA“
3:10-3:50 -Kathleen Carley (CMU) – Bots Brokering Beliefs and Business
break
4:30-5:10 -Giulia Fanti (CMU) – “Anonymity in Bitcoin’s Peer-to-Peer Network“
5:10-5:50 -Siheng Shen (Uber) – “Data science with graphs: A signal processing perspective“