Schedule

This seminar reading list and schedule are tentative and might change as the quarter progresses.

Please try to attend all the presentations, ask questions, and participate in the discussions.

Date	Topic / Paper	Presenter

10/1	Introduction and Overview	Arun Kumar (Organizer)
	Integrative AI (MSR Panel Discussion Video)
	The Great AI Awakening

10/8	ML for Software Engineering
	Software 2.0	Siddharth Sankaran Dinesh
	Weak Supervision: The New Programming Paradigm for Machine Learning	Soumyarka Mondal
	The Case for Learned Index Structures	Jingwu Xu

10/15	ML for Physical Engineering
	Deep Learning and Its Application to LHC Physics	Amarnath Raju Vysyaraju
	Machine Learning Applications for Data Center Optimization and DeepMind Blog	Jigyasa Grover and Simran Kapur
	Machine Learning in Manufacturing: Advantages, Challenges, and Applications	Jeffrey Wang

10/22	AI in Home Devices
	Conversational AI: The Science Behind the Alexa Prize	Ravish Ashish Deliwala and Mandar Ajay Pradhan
	A Deep Dive on AWS DeepLens	Jingyao Zhan
	"My Roomba is Rambo": Intimate Home Appliances	Sharadhi Belachikatte Ramakrishna

10/29	AI in the Internet of Things
	A Berkeley View of Systems Challenges for AI	Andrew Thomas Gates
	FarmBeats: An IoT Platform for Data-Driven Agriculture	Reshul Surendra Dani and Yash Agarwal

11/05	Autonomous Vehicles
	Towards a Viable Autonomous Driving Research Platform	Cheng Gong and Renu Singh
	MIT Autonomous Vehicle Technology Study	Tian Qiu and Shivin Yadav

11/12	Holiday

11/19	AI and Robotics in Healthcare
	Perception, Coordination, and Learning to Support Human-Robot Teams in Health	Dr. Laurel Riek (Special invited talk)

11/26	Reliability and Security of AI
	Robust Physical-World Attacks on Deep Learning Models	Ahan Mukhopadhyay
	Adversarial Examples: Attacks and Defenses for Deep Learning	Jianling Liu
	DeepXplore: Automated Whitebox Testing of Deep Learning Systems	Sanjay Rao Anantha Rao and Nurbergen Yermakhanov

12/03	AI for Surveillance and Warfare
	Deep Learning Architectures for Face Recognition in Video Surveillance	Xuanzhen Xu
	Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification	Sai Aditya Chitturu
	Pros and Cons of Autonomous Weapons Systems	Yuan Qi and Wenyi Wu