# Presentations

** Efficient Interactive Deep Learning with Humans in the Loop**

Zachary C. Lipton

The 8th Annual Henry Taub TCE Conference | Deep Learning: Theory & Practice

PDF

** Detecting and Correcting for Label Shift with Black Box Predictors **

Zachary C. Lipton, Yu-Xiang Wang, Alex Smola

Machine Learning Department Faculty Seminar @ Carnegie Mellon University

PDF

** Predicting Surgery Duration with Neural Heteroscedastic Regression (Spotlight Talk)**

Nathan Ng, Rodney A Gabriel, Julian McAuley, Charles Elkan, Zachary C Lipton

Machine Learning for Healthcare (MLHC 2017)

PDF

** The Mythos of Model Interpretability - NYU/AIAIAI Version**

Zachary C. Lipton

Algorithms and Explanations (NYU), AIAIAI (Oslo)

PDF

** Finding Structure in Time Series Data**

Zachary C. Lipton

Carnegie Mellon

PDF

** Shallow Learning (Part 1)**

Zachary C. Lipton

UCSD CSE 258

PDF

** Shallow Learning (Part 2)**

Zachary C. Lipton

UCSD CSE 258

PDF

** The Mythos of Model Interpretability**

Zachary C. Lipton

Machine Learning for Healthcare (MLHC 2016)

PDF

** A Critical Review of Recurrent Neural Networks for Sequence Learning**

Zachary C. Lipton

UCSD Research Exam

PDF