Talks and Presentations

Conference Presentations

$\mathbb{A}^{1}$-Brouwer Degrees in Macaulay2

[Slides]

Neural Networks and Discriminant Loci of Parameterized Polynomial Systems: First Examples

[Poster]

Real Circles Tangent to Three Conics

[Poster]

Group Equivariant Neural Networks in Computer Vision

[Slides]

XGBoost Models to Evaluate 3D Ligand Representations

[Poster]

KinBADL: Developing a 3D CNN to Predict Kinase-Inhibitor Binding Affinity

[Poster]

Exploring Poor Generalizations of Kinase-Drug Affinity Predictions in Existing Neural Network Models

[Poster]

Other Presentations

Enumerative Geometry: Past, Present, and Future

[Slides] and [Notes]

Real Circles Tangent to Three Conics

Sentences and Strings: An Introduction to Model Theory

[Slides]

Evaluating Voxelized Representations with XGBoost Models

[Slides]

New Developments in ML-Based Drug Discovery: The Latest from NeurIPS 2020

[Slides] [Notes]

Bayesian Deep Learning: Solving Problems in Computational Chemical Biology

[Slides]

Current Deep Learning Models for Predicting Kinase Inhibitor Binding Affinities Generalize Poorly

[Slides]