Ahmad A. Rushdi

2024-09

Responsible AI in Practice: Examples from Text-to-Image Generation Models

GenAI Developer Workshop Day, virtual
2024-07

Bias in Text-to-Image Generation Models: Risks, Mitigations, and an Evaluation-Driven Approach

AI for Good Institute, Impact Genius, Stanford University
2024-07

Applied AI Ethics: Embedding Responsible Practices in Upstream AI R&D

AI for Good Institute, Impact Genius, Stanford University
2024-05

Language and Vision Foundation Models: Uncertainty Quantification & Model Evaluation

NextGen Hackathon II, Riyadh, Saudi Arabia
2022-04

Quantifying Uncertainty in Machine Learning Models for Time Series Classification

SIAM Conference on Uncertainty Quantification (SIAM-UQ), virtual
2021-07

Efficient DNN Architectures for Time Series Classification

Sandia ML/DL Workshop, virtual
2020-11

Estimating Predictive Uncertainty in Scientific Machine Learning

UQ & ML in Engineering Applications · Sandia ML/DL Workshop, virtual
2020-02

Embracing Randomness for Uncertainty Quantification in Neural Networks

Conference on Data Analysis (CoDA), Santa Fe, NM
2019-07

Deep Learning Techniques for the Detection of DNA Regulatory Motifs

Sandia ML/DL Workshop, Albuquerque, NM
2019-07

Fusing Machine Learning and Uncertainty Quantification Methods

Sandia ML/DL Workshop, Albuquerque, NM
2018-12

Beyond Images: Extending Deep Learning into Emerging Data-Driven Applications

Optimization & UQ Department, Sandia National Labs, Albuquerque, NM
2017-07

Local Active Subspaces for Dimension Reduction

SIAM Workshop on Parameter Space Dimension Reduction (SIAM-DR), Pittsburgh, PA

Host: Paul Constantine
2017-02

An Ensemble Grouping Framework Based on Voronoi Piecewise Surrogate Models

SIAM Conference on Computational Science and Engineering (SIAM-CSE), Atlanta, GA

Host: Eric Phipps
2016-06

Mesh Improvement via Constrained Resampling: A Comprehensive Approach

Methods and Algorithms, Los Alamos National Laboratory, Los Alamos, NM

Host: Mikhail Shashkov
2016-04

Recursive k-d Darts Sampling for Exploring High-Dimensional Spaces

SIAM Conference on Uncertainty Quantification (SIAM-UQ), Lausanne, Switzerland

Host: Fabio Nobile
2016-03

Locally-Accurate Surrogate Models for Credible High-Dimensional Data Analysis

CSE Department, New Mexico Tech (NMT), Socorro, NM

Host: Abdelmounaam Rezgui
2016-01

VPS: Voronoi Piecewise Surrogates for High-Dimensional Data Fitting

4th SRI Annual Workshop on UQ (UQAW), KAUST, Thuwal, Saudi Arabia

Hosts: Raul Tempone, Omar Knio
2015-07

Feature-Preserving Spatial Density Tuning of a Maximal Random Disk Packing

13th US National Congress on Computational Mechanics, San Diego, CA

Host: Scott A. Mitchell
2014-11

LS Polynomial Optimization for Constructing Voronoi Piecewise Surrogates

Optimization & UQ Department, Sandia National Labs, Albuquerque, NM

Host: Fabio Nobile
2014-06

An Overview of Probabilistic Graphical Models

Computational Visualization Center, UT Austin

Host: Chandrajit Bajaj
2013-11

Feature Detection and Parameter Estimation of Random Data Using Fourier and Signal Processing Methods

Optimization & UQ Department, Sandia National Labs, Albuquerque, NM

Host: James R. Stewart
2012-02

SerDes Channel Equalization: FFE and DFE approaches

Cisco PCB-HW Conference, Cisco Systems, San Jose, CA
2008-06

Cost-Effective DSP Models for DNA Sequence Analysis

Industrial Affiliates Conference, ECE, UC Davis
2007-08

On the Anatomy of a Gigabit Eye Diagram

Engineering Learning Group Interns Convention, Cisco Systems, Milpitas, CA

Best poster award
2006-06

An Efficient DSP Framework for Gene Prediction

CITRIS Corporate Sponsor Day, MSRI, Berkeley, CA
2006-06

Multirate Signal Processing Algorithm for Exons Detection

Industrial Affiliates Conference, ECE, UC Davis

Invited Talks