Kate Smith-Miles
Stress-testing Algorithms via Instance Space Analysis
Mihai Surdeanu
Explainable Deep Learning for Natural Language Processing
Zhongming Zhao
Deep Learning Approaches for Predicting Virus-Host Interactions and Drug Response [virtual]
Professors and courses
Eneko Agirre
[introductory/intermediate] Natural Language Processing in the Pretrained Language Model Era
Altan Çakır
[introductory] Introduction to Deep Learning with Apache Spark
Rylan Conway
[introductory/intermediate] Deep Learning for Digital Assistants
Jianfeng Gao
[introductory/intermediate] Neural Approaches to Conversational Information Retrieval
Bohyung Han
[introductory/intermediate] Robust Deep Learning
Lina J. Karam
[introductory/intermediate] Deep Learning for Quality Robust Visual Recognition
Kyle Keane
[introductory] An Introductory Course on Machine Learning and Deep Learning with Mathematica/Wolfram Language
Xiaoming Liu
[intermediate] Deep Learning for Trustworthy Biometrics
Jennifer Ngadiuba
[intermediate] Ultra Low-latency and Low-area Machine Learning Inference at the Edge
Lucila Ohno-Machado
[introductory] Use of Predictive Models in Medicine and Biomedical Research
Bhiksha Raj
[introductory] Quantum Computing and Neural Networks
Bart ter Haar Romeny
[intermediate] NeuroMath – Explainable AI from First Principles
Kaushik Roy
[intermediate] Re-engineering Computing with Neuro-inspired Learning: Algorithms, Architecture, and Devices
Walid Saad
[intermediate/advanced] Machine Learning for Wireless Communications: Challenges and Opportunities
Yvan Saeys
[introductory/intermediate] Interpreting Machine Learning Models
Martin Schultz
[intermediate] Deep Learning for Air Quality, Weather and Climate
Sofia Vallecorsa
[introductory/intermediate] Generative Models in High Energy Physics: Examples from CERN
Michalis Vazirgiannis
[intermediate/advanced] Machine Learning with Graphs and Applications
Guowei Wei
[introductory/advanced] Integrating AI, Math and Experimental Data to Forecast Emerging SARS-CoV-2 Variants [virtual]
Xiaowei Xu
[intermediate/advanced] Deep Learning for NLP and Causal Inference
Guoying Zhao
[introductory/intermediate] Vision-based Emotion AI