Events
Fields-CQAM Public Lectures: Ali Ghodsi, University of Waterloo
What is missing from common practice in machine learning?
AI, and machine learning in particular, is enjoying its golden age. Machine learning has changed the face of the world over the past two decades but we are still a long way from achieving a general artificial intelligence. In this talk, I will discuss a couple of elements that I believe are missing from common practice in machine learning, including incorporating causality and creating a new framework for unsupervised learning.
Biography
Ali Ghodsi is a Professor in the Department of Statistics and Actuarial Science at the University of Waterloo. His research involves statistical machine-learning methods. Ghodsi’s research spans a variety of areas in computational statistics. He studies theoretical frameworks and develops new machine learning algorithms for analyzing large-scale data sets, with applications to bioinformatics, data mining, pattern recognition, robotics, computer vision, and sequential decision making.
DATE:
THURSDAY, JUNE 20TH, 2019.
PRESENTATION
6:00 PM – 7:00 PM.
NETWORKING
7:00 PM – 8:00 PM.
LOCATION
HEALTH SCIENCE BUILDING, RM. 1301 (LOCATED ON THE GROUND FLOOR), CARLETON UNIVERSITY.
FREE ADMISSION FOR THIS PUBLIC LECTURE.
PLEASE REGISTERÂ HERE.
8:30 am – 9:00 am | Registration | ||
---|---|---|---|
9:00 am – 9:15 am | Opening Remarks | Rafik Goubran | Carleton University |
9:15 am – 10:00 am | Keynote Presentation:
Data Mining and Machine Learning for Authorship and Malware Analyses |
Benjamin C. M. Fung Biography |
McGill University |
10:00 am – 10:30 am | Break | ||
10:30 am – 11:45 am | Cybersecurity: Top 5 class imbalance ML challenges and data sets Abstract |
Stephan Jou Biography |
Interset |
Class Imbalance in Fraud Detection Abstract |
Robin Grosset Biography |
MindBridge Analytics Inc. | |
Handling class imbalance in natural language processing Abstract |
Isuru Gunasekara Biography |
IMRSV Data Labs | |
11:45 am – 12:45 pm | Lunch | ||
12:30 pm – 2:10 pm | Adaptive learning with class imbalanced streams Abstract |
Herna L. Viktor Biography |
University of Ottawa |
Radar-based fall monitoring using deep learning Abstract |
Hamidreza Sadreazami Biography |
McGill University | |
Privacy-preserving data augmentation in medical text analysis Abstract |
Isar Nejadgholi Biography |
National Research Council | |
Failure modelling of a propulsion subsystem: unsupervised and semi-supervised approaches to anomaly detection Abstract |
Julio J. Valdés Biography |
National Research Council | |
2:10 pm – 2:25 pm | Break | ||
2:25 pm – 3:40 pm | TBD | Reddy Nellipudi | DB Schenker |
AuditMap.ai: Hierarchical Sentence Classification in Unstructured Audit Reports Abstract |
Daniel Shapiro Biography |
Lemay.ai | |
Deep Learning techniques for unsupervised anomaly detection Abstract |
Dušan Sovilj Biography |
RANK Software Inc. | |
3:40 pm – 3:50 pm | Closing Remarks |
“A Candid Conversation on 5G”
Dr. Ibrahim Gedeon
CTO, Telus
Ibrahim Gedeon is one of the global telecommunications industry’s eminent thought leaders. He has carved out an international career by combining tremendous insight and skill as an applied scientist with a lighthearted and non-conventional approach to leadership. As Chief Technology Officer for TELUS a leading national telecommunications company in Canada, he is responsible for all technology development and strategy, security, service and network architecture, service delivery and operational support systems, as well as service and network convergence, and network infrastructure strategies and evolution. Under his leadership the TELUS wireless broadband network has become one of the best in the world.
Ibrahim also serves on the board of the Next Generation Mobile Networks Alliance, the Alliance for Telecommunications Industry Solutions and the Institute for Communication Technology Management. He has a Bachelor’s degree in Electrical Engineering from the American University of Beirut and a Master’s in Electronics Engineering from Carleton University. In 2010, Ibrahim received a Honourary Doctor of Laws degree from the University of British Columbia. In 2014, he was elected as a Fellow of the Canadian Academy of Engineering (CAE) in recognition of his significant contributions to the field of engineering. He has been named five times to the Global Telecoms Business magazine’s GTB Power 100, a list of the 100 most powerful and influential people in the telecoms industry.
Ibrahim served in many IEEE executive and leadership posts on the Society, Region, Section, and Chapter level. He is currently the Senate Chair of IEEE Ottawa Section, the Industry Advisor of the IEEE Communications Society for the North America Region, and the Industry Advisor for the IEEE Consumer Electronics Society. Ibrahim is very well known a keynote speaker, he organized and hosted several national and international conferences. He was the General Chair of the 2012 IEEE International Conference on Communications – ICC2012 (IEEE Communications Society’s flagship conference), and he is currently the General Chair of the 2021 IEEE International Conference on Communications – ICC2021 that will be held in Montreal on June 14-18, 2021. He received many awards, just to name few, the Consumer Electronics Society’s Distinctive Exemplary Industry Leader Award in 2019, and the IEEE Canada’s Outstanding Canadian Engineer Award in 2001.
​Dear Ottawa Section members,
the COVID-19 pandemic has reached a level of urgency that needs an “all hands on deck” approach..If you are still waiting to play a role by contributing your academic, professional or personal skills to find technology-based solutions: please join us on a web call to organise a response:
Organiser: IEEE-Ottawa SIG on Humanitarian Technology
Date: Friday April 10
Time: 16h30
URL:Â Google Meet invitation
    https://meet.google.com/wep-xofb-uzo?authuser=1&hs=122
Tentative agenda:
(5min) Introductions
(15min) Sharing of IEEE-specific COVID-19 resources
(25min) Roundtable of local resources
(15min) Roundtable of known needs
(* min) Open discussion & wrap-up
Please RSVP by emailing: alfredo.herrera@ieee.org : this will enable us to prepare the agenda and round table with a number of participants in mind.
​Dear Ottawa Section members,
​​the COVID-19 pandemic has reached a level of urgency that needs an “all hands on deck” approach​. If you are still ​waiting to play a role by contributing your academic, professional or personal skills to find technology-based solutions: please join us on a web call to organise ​a response​:
Organiser: IEEE-Ottawa SIG on Humanitarian Technology
Date:Â Â Â Â Â Friday April 10
Time: 16h30
URL:Â Google Meet invitation
​    https://meet.google.com/wep-xofb-uzo?authuser=1&hs=122​
Tentative agenda:
- (5min) Introductions
- (15min) Sharing of IEEE-specific COVID-19 resources
- (25min) Roundtable of local resources
- (15min) Roundtable of known needs
- (* min) Open discussion & wrap-up
Please RSVP by emailing: alfredo.herrera@ieee.org​ :​ this will enable us to prepare the agenda and round table with a number of participants in mind.