Exploring Boundaries

Seminars

‏Big Data Algorithms for Fundamental Graph Problems
Fri, January 8, 9:00 AM
90 MINUTES
‏Big Data Algorithms for Fundamental Graph Problems
Soheil Behnezhad
Assistant Professor at Northeastern University
‏A (slightly) Improved Approximation algorithm for Metric TSP
Sun, January 3, 9:30 PM
25 MINUTES
‏A (slightly) Improved Approximation algorithm for Metric TSP
Shayan Oveis Gharan
Associate Professor at University of Washington
‏Visual Intelligence for Transportation
Sun, January 3, 9:00 PM
25 MINUTES
‏Visual Intelligence for Transportation
Alexandre Alahi
Professor at EPFL
‏Inner ear fluid investigation, A quantitative approach
Sun, January 3, 6:00 PM
50 MINUTES
‏Inner ear fluid investigation, A quantitative approach
Fatemeh Nejatbakhsh
Angestellt
‏Walking the Boundary of Learning and Interaction
Sun, January 3, 6:00 PM
50 MINUTES
‏Walking the Boundary of Learning and Interaction
Dorsa Sadigh
Assistant Professor at Stanford University
‏A Simple Measure Of Conditional Dependence
Sun, January 3, 5:00 PM
50 MINUTES
‏A Simple Measure Of Conditional Dependence
Mona Azadkia
Assistant Professor at Department of Statistics
‏Measures of Dependence and Their Applications
Sun, January 3, 5:00 PM
50 MINUTES
‏Measures of Dependence and Their Applications
Amin Aminzadeh Gohari
Associate Professor at Tehran Institute for Advanced Studies
‏Algorithmic Opportunities in Matching Markets
Sat, January 2, 9:30 PM
50 MINUTES
‏Algorithmic Opportunities in Matching Markets
Vijay Vazirani
Distinguished Professor
‏Quantitative proteomics of the cancer cell line encyclopedia
Sat, January 2, 9:00 PM
25 MINUTES
‏Quantitative proteomics of the cancer cell line encyclopedia
Mahmoud Ghandi
Founder and CEO at Cambridge Data Science | Computational Biology Consultant
‏Understanding the role of training regimes in continual training of neural networks
Sat, January 2, 9:00 PM
25 MINUTES
‏Understanding the role of training regimes in continual training of neural networks
Mehrdad Farajtabar
Researcher and Team Lead at Apple & Google deepmind
‏Appraisal of the Network of ‌Caches
Sat, January 2, 6:00 PM
50 MINUTES
‏Appraisal of the Network of ‌Caches
Mostafa Rezazad
Senior Data Scientist
‏Two Facets of Learning Robust Models: Fundamental Limits and Generalization to Natural Out-of-Distribution Inputs
Sat, January 2, 6:00 PM
50 MINUTES
‏Two Facets of Learning Robust Models: Fundamental Limits and Generalization to Natural Out-of-Distribution Inputs
Hamed Hassani
Postdoctoral Fellow - Lecturer at ETH Zurich
‏In-Database Machine Learning for End-to-End Data Analytics
Sat, January 2, 5:00 PM
50 MINUTES
‏In-Database Machine Learning for End-to-End Data Analytics
Amir Shaikhha
Associate Professor (Reader) at The University of Edinburgh
‏Nova:  A Lego Data Store for the Cloud
Sat, January 2, 5:00 PM
50 MINUTES
‏Nova: A Lego Data Store for the Cloud
Shahram Ghandeharizadeh
Associate Professor, University of Southern California (USC)
‏Submodular Maximization: From Theory to Practice
Fri, January 1, 9:30 PM
25 MINUTES
‏Submodular Maximization: From Theory to Practice
Ehsan Kazemi
Senior Software Engineer at Google
‏A Topological Encoding Convolutional Neural Network for Segmentation of 3D Multiphoton Images of Brain Vasculature Using Persistent Homology
Fri, January 1, 9:30 PM
25 MINUTES
‏A 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
‏Sublinear Algorithms for (Delta+1) Vertex Coloring
Fri, January 1, 9:00 PM
25 MINUTES
‏Sublinear Algorithms for (Delta+1) Vertex Coloring
Sepehr Assadi
Assistant Professor At Rutgers University
‏Linear-Quadratic Reinforcement Learning
Fri, January 1, 9:00 PM
25 MINUTES
‏Linear-Quadratic Reinforcement Learning
Mohamad Kazem Shirani Faradonbeh
Assistant Professor in Data Science at University of Georgia
‏Learning via early stopping and untrained neural nets
Fri, January 1, 6:00 PM
50 MINUTES
‏Learning via early stopping and untrained neural nets
Mahdi Soltanolkotabi
Assistant Professor at University of Southern California
Recent Advances In Large-Scale Graph Algorithms
Fri, January 1, 6:00 PM
50 MINUTES
Recent Advances In Large-Scale Graph Algorithms
Soheil Behnezhad
Assistant Professor at Northeastern University
‏Dynamic Management of Social Distancing in COVID-19 Pandemic
Fri, January 1, 5:00 PM
50 MINUTES
‏Dynamic Management of Social Distancing in COVID-19 Pandemic
Ali Sharifi-Zarchi
Faculty of Bioinformatics and Artificial Intelligence
‏Machine Learning, Robotic Imaging and Augmented Reality for Computer Assisted Interventions
Fri, January 1, 5:00 PM
50 MINUTES
‏Machine Learning, Robotic Imaging and Augmented Reality for Computer Assisted Interventions
Nassir Navab
Professor at Technical University of Munich
‏Characterization of the Generalization Error of Learning Algorithms Using Jensen-Shannon Information
Thu, December 31, 9:30 PM
25 MINUTES
‏Characterization of the Generalization Error of Learning Algorithms Using Jensen-Shannon Information
Gholamali Aminian
Research Associate @ The Alan Turing Institute
‏Alphabet of uncollateralized decentralized finance
Thu, December 31, 9:30 PM
25 MINUTES
‏Alphabet of uncollateralized decentralized finance
Mojtaba Tefagh
Blockchain Programme Manager at the University of Edinburgh
‏State-specific parcellation of the human brain
Thu, December 31, 9:00 PM
25 MINUTES
‏State-specific parcellation of the human brain
Mehraveh Salehi
Principal AI/ML Engineer at Truveta
‏Recent Advances on the Anomaly Detection in Images
Thu, December 31, 6:00 PM
50 MINUTES
‏Recent Advances on the Anomaly Detection in Images
Mohammad Hossein Rohban
Associate Professor in Computer Engineering at Sharif University of Technology
‏Going Off-the-Grid: Towards Non-convolutional Architectures for Image Recognition
Thu, December 31, 5:00 PM
50 MINUTES
‏Going Off-the-Grid: Towards Non-convolutional Architectures for Image Recognition
Mostafa Dehghani
Research Scientist at Google Brain
‏Neural anisotropy directions
Thu, December 31, 5:00 PM
50 MINUTES
‏Neural anisotropy directions
Seyed-Mohsen Moosavi-Dezfooli
Post-doc Researcher at ETH