
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