50 minutes
Going Off-the-Grid: Towards Non-convolutional Architectures for Image Recognition
Mostafa Dehghani
Research Scientist at Google Brain
Exploring Boundaries
Seminars
Two days of talks by leading researchers on the latest advances in computer science and engineering at the Winter Seminar Series.
50 minutesRecent Advances on the Anomaly Detection in Images
Mohammad Hossein Rohban
Associate Professor in Computer Engineering at Sharif University of Technology
25 minutesState-specific parcellation of the human brain
Mehraveh Salehi
Principal AI/ML Engineer at Truveta
25 minutesAlphabet of uncollateralized decentralized finance
Mojtaba Tefagh
Blockchain Programme Manager at the University of Edinburgh
25 minutesCharacterization of the Generalization Error of Learning Algorithms Using Jensen-Shannon Information
Gholamali Aminian
Research Associate @ The Alan Turing Institute
50 minutesMachine Learning, Robotic Imaging and Augmented Reality for Computer Assisted Interventions
Nassir Navab
Professor at Technical University of Munich
50 minutesDynamic Management of Social Distancing in COVID-19 Pandemic
Ali Sharifi-Zarchi
Faculty of Bioinformatics and Artificial Intelligence
50 minutesLearning via early stopping and untrained neural nets
Mahdi Soltanolkotabi
Assistant Professor at University of Southern California
50 minutesRecent Advances In Large-Scale Graph Algorithms
Soheil Behnezhad
Assistant Professor at Northeastern University
25 minutesSublinear Algorithms for (Delta+1) Vertex Coloring
Sepehr Assadi
Assistant Professor At Rutgers University
25 minutesLinear-Quadratic Reinforcement Learning
Mohamad Kazem Shirani Faradonbeh
Assistant Professor in Data Science at University of Georgia
25 minutesSubmodular Maximization: From Theory to Practice
Ehsan Kazemi
Senior Software Engineer at Google
25 minutesA Topological Encoding Convolutional Neural Network for Segmentation of 3D Multiphoton Images of Brain Vasculature Using Persistent Homology
Mohammad Haft-Javaherian
Head of Machine Learning at Iterative Health | Bridging computer vision and medicine to improve the quality of life
50 minutesNova: A Lego Data Store for the Cloud
Shahram Ghandeharizadeh
Associate Professor, University of Southern California (USC)
50 minutesIn-Database Machine Learning for End-to-End Data Analytics
Amir Shaikhha
Associate Professor (Reader) at The University of Edinburgh
50 minutesTwo Facets of Learning Robust Models: Fundamental Limits and Generalization to Natural Out-of-Distribution Inputs
Hamed Hassani
Postdoctoral Fellow - Lecturer at ETH Zurich
25 minutesUnderstanding the role of training regimes in continual training of neural networks
Mehrdad Farajtabar
Researcher and Team Lead at Apple & Google deepmind
25 minutesQuantitative proteomics of the cancer cell line encyclopedia
Mahmoud Ghandi
Founder and CEO at Cambridge Data Science | Computational Biology Consultant
50 minutesA Simple Measure Of Conditional Dependence
Mona Azadkia
Assistant Professor at Department of Statistics
50 minutesMeasures of Dependence and Their Applications
Amin Aminzadeh Gohari
Associate Professor at Tehran Institute for Advanced Studies
50 minutesWalking the Boundary of Learning and Interaction
Dorsa Sadigh
Assistant Professor at Stanford University
25 minutesA (slightly) Improved Approximation algorithm for Metric TSP
Shayan Oveis Gharan
Associate Professor at University of Washington
90 minutesBig Data Algorithms for Fundamental Graph Problems
Soheil Behnezhad
Assistant Professor at Northeastern University