Schedule



Wednesday, 12 October 2022

All Timings are in IST

Thursday, 12 October 2022

10:00 AM – 1.00 PM

CONFERENCE TUTORIALS

10:00 AM – 11:30 AM

Tutorial #1

T01: Large-Scale Entity Extraction from Enterprise Data

Venue: Sigma 1

Tutorial #2

T02: Advances in exploratory data analysis, visualisation and quality for data centric AI systems

Venue: Sigma 3

Tutorial #3

T03: Neuro-symbolic AI for Mental Healthcare

Venue: Indian Affairs

11:30 AM – 12:00 PM

Tea/Coffee Break

12:00 PM – 01:00 PM

Tutorial #1

T01: Large-Scale Entity Extraction from Enterprise Data

Venue: Sigma 1

Tutorial #2

T02: Advances in exploratory data analysis, visualisation and quality for data centric AI systems

Venue: Sigma 3

Tutorial #3

T03: Neuro-symbolic AI for Mental Healthcare

Venue: Indian Affairs

01:30 PM – 02:30 PM

Lunch Break

02:30 PM – 04:00 PM

Tutorial #4

T04: Malware Analysis and Detection

Venue: Sigma 1

Tutorial #5

T05: Identification of causal dependencies in multivariate time series

Venue: Sigma 3

Tutorial #6

T06: TinyML Techniques for running Machine Learning models on Edge Devices

Venue: Indian Affairs

04:00 PM – 04:30 PM

Tea/Coffee Break

04:30 PM – 05:00 PM

Tutorial #4

T04: Malware Analysis and Detection

Venue: Sigma 1

Tutorial #5

T05: Identification of causal dependencies in multivariate time series

Venue: Sigma 3

Tutorial #6

T06: TinyML Techniques for running Machine Learning models on Edge Devices

Venue: Indian Affairs

06:00 PM – 08:00 PM

AIMLSystems 2022 All Hands Meeting

Participants: All Organizing Committee Members, All Volunteers, All Sponsors, Event Managers, Hotel Staff

Day 1, Main Conference

Thursday, 13 October 2022

All Timings are in IST

Thursday, 13 October 2022

9:30 AM – 10:00 AM

AIMLSystems 2022 Inauguration and Opening Remarks

General Co-Chairs
TPC Co-Chairs
Steering Committee Co-Chairs

10:00 AM – 11:00 AM

Keynote Talk #1: How can you trust machine learning?

Speaker: Carlos Guestrin, Stanford University, USA

11:00 AM – 11:30 AM

Tea/Coffee Break

11:30 AM - 12:10 PM

Research Invited Talk #1

Topic: Artificial Intelligence and Machine Learning for Environmental Applications

Speaker: Prof. Supratik Mukhopadhyay, Louisiana State University




Demos and Exhibits

Venue: Indian Affairs

12:10 PM - 01:00 PM

Paper Session(D2S2) T1-1

Theme: Network Pruning

Venue: Sigma Hall

01:00 PM – 02:00 PM

Lunch Break

02:00 PM - 02:40 PM

Research Invited Talk #2

Topic: AI for Social Impact

Speaker: Speaker: Dr. Alpan Raval, Wadhwani AI




Demos and Exhibits

Venue: Indian Affairs

02:40 PM - 03:55 PM

Paper Session(D2S3) T1-2

Theme: Novel ML Applications

Venue: Sigma Hall

04:00 PM - 04:30 PM

Poster Spotlight Session

04:30 PM - 05:00 PM

Tea/Coffee Break

05:00 PM - 06:30 PM

Panel Discussion

Topic:Low Energy AI

Venue: Sigma Hall

06:30 PM - 07:30 PM

Keynote Talk #2: The PDE Prior for Deep Learning

Speaker: Max Welling, University of Amsterdam & Microsoft Research, Netherlands

Venue: Sigma Hall

07:30 PM – 10:00 PM

AIMLSystems’22 WELCOME RECEPTION

Pool Side, Chancery Pavilion Hotel, Residency Road, Bangalore

Day 2 Main Conference

Friday, 14 October 2022

All Timings are in IST

Friday, 14 October 2022

10:00 AM – 11:00 AM

Keynote Talk #3: Natural Language Interfaces to Database Systems: the deep learning way and the challenges therein

Speaker: Sunita Sarawagi, IIT Bombay, India

11:00 AM – 11:30 AM

Tea/Coffee Break

11:30 AM – 12:10 PM

Research Invited Talk #3

Speaker: Dr. Ranjita Bhagwan (Microsoft)



Doctoral Symposium

Venue: Indian Affairs

12:10 AM – 01:00 PM

Paper Session T2-1

Theme: Probabilistic Learning Systems

Venue: Sigma Hall

01:00 PM – 02:00 PM

Lunch Break

02:00 PM – 02:40 PM

Research Invited Talk #4

Topic: Algorithms and associated tools for on-device learning on tiny micro-controllers

Speaker: Dr. Danilo PAU (ST Microelectronics)






Doctoral Symposium

Venue: Indian Affairs

02:40 PM – 03:30 PM

Paper Session T2-2

Theme: Real-time ML Systems

Venue: Sigma Hall

03:35 PM – 04:15 PM

Research Invited Talk #5

Speaker: Rajalakshmi P (IIT Hyderabad, India)

04:30 PM – 05:00 PM

Tea/Coffee Break

05:00 PM – 06:00 PM

Keynote Talk #4: Scaling Natural Language Processing for the Next Billion Users

Speaker: Partha Pratim Talukdar, IISc Bangalore & Google Research, India

Venue: Sigma Hall

Networking Break

06:30 PM – 07:30 PM

Keynote Talk #5: Do Simpler Machine Learning Models Exist and How Can We Find Them?

Speaker: Cynthia Rudin, Duke University, USA

Venue: Sigma Hall

07:40 PM – 08:00 PM

AIMLSystems’22 Award Ceremony & Banquet

Best Papers; Best Posters; Best Demos

08:00 PM – 11:00 PM

Conference Banquet

COCKTAILS and DINNER

Pool Side & INDIAN AFFAIRS, Chancery Pavilion Hotel, Bangalore

Day 3 Main Conference

Saturday, 15 October 2022

All Timings are in IST

Saturday, 15 October 2022

10:00 AM – 11:00 AM


Keynote Talk #6: Edge Computing in Alexa

Speaker: Nikko Strom, Amazon, USA

11:00 AM – 11:30 AM

Tea/Coffee Break

11:30 AM – 12:10 PM

Industry Invited Talk #1

Speakers: Ramesh Nallapati(Amazon) and Parminder Bhatia(Amazon)

Session Chair: Atul Batra

12:10 AM – 01:00 PM

Paper Session T3-1

Theme: Hardware Systems for AI

Session Chair: Atul Batra

Venue: Indian Affairs

01:00 PM – 02:00 PM

Lunch Break

02:00 PM – 02:40 PM

Industry Invited Talk #2

Topic: Riding the Flywheel of Recommender Systems

Speaker: Debdoot Mukherjee (Meesho)

Session Chair: Milind Gandhe

02:40 PM – 04:30 PM

Paper Session T3-2

Theme: Software Systems for AI

Session Chair: Milind Gandhe

Venue: Sigma Hall

04:30 PM – 05:00 PM

Tea/Coffee Break

05:00 PM – 06:30 PM

Panel Discussion

Topic: Responsible AI

Venue: Sigma Hall

6:30 PM – 7:30 PM

Keynote Talk #7: Beyond Engagement: Optimizing the Long-Term Sustainability of Online Platforms

Speaker: Thorsten Joachims, Cornell University, USA

Venue: Sigma Hall

AIMLSYSTEMS CONFERENCE CLOSURE