Cindy Estell

Name: Generalizing Beyond the Training Distribution through Compositional Generation
Start: 2024-04-19T10:30:00-04:00
End: 2024-04-19T11:30:00-04:00
Location: 3725 Beyster Building

Events
Organizers
Cindy Estell

cestell@umich.edu

Events from this organizer

March 2022

March 30, 2022 @ 10:30 am - 11:30 am

Optimizing CPU Efficiency and Tail Latency in Datacenters

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 31, 2022 @ 10:30 am - 11:30 am

Machine Learning Powered Query Optimization

Remote/Virtual

April 2022

April 4, 2022 @ 10:30 am - 11:30 am

Towards a Foundation for Reinforcement Learning

Remote/Virtual

April 5, 2022 @ 10:30 am - 11:30 am

Unleashing the Potential of In-Network Computing

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 11, 2022 @ 10:30 am - 11:30 am

Fighting Vulnerabilities With Process, Insight, and Automation

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 14, 2022 @ 10:30 am - 11:30 am

Beyond ISAs: Striking a Balance between Generality and Specialization for AI/ML

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 18, 2022 @ 10:30 am - 11:30 am

Learning to Generate Data by Estimating Gradients of the Data Distribution

Remote/Virtual

April 19, 2022 @ 10:30 am - 11:30 am

Responsible Design of Information Access Systems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 20, 2022 @ 10:30 am - 11:30 am

Scalable and Provably Robust Algorithms for Machine Learning

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 25, 2022 @ 10:30 am - 11:30 am

Learning Mid-Level Vision from Natural Data

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 28, 2022 @ 10:30 am - 11:30 am

Faster, smarter, and greener systems for data-center scale AI

Remote/Virtual

October 2022

October 5, 2022 @ 10:30 am - 11:30 am

Prediction, Causality and the Great In-between

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

November 2022

November 16, 2022 @ 10:30 am - 11:30 am

First Look at Binary Search Trees

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

November 21, 2022 @ 10:30 am - 11:30 am

Introduction to Dynamic Programming

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

November 30, 2022 @ 10:30 am - 11:30 am

Teaching Demonstration (Hashtables)

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

December 2022

December 7, 2022 @ 10:30 am - 11:30 am

Data, the Fundamental Particle of Economics

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

December 15, 2022 @ 10:30 am - 11:30 am

Database Concepts

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

January 2023

January 4, 2023 @ 10:30 am - 11:30 am

Human-centered computing for healthcare and education: From robust machine intelligence to trustworthy human-technology partnership

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

January 5, 2023 @ 10:30 am - 11:30 am

Programmable In-network Security

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

January 6, 2023 @ 10:30 am - 11:30 am

Binary Search Trees

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

January 9, 2023 @ 10:30 am - 11:30 am

Quantum Computing Systems: Challenges and Opportunities

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

January 10, 2023 @ 10:30 am - 11:30 am

Fire! Sensing Smoke Across the US using Multiple Linear Regression

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

January 30, 2023 @ 10:30 am - 11:30 am

Understanding Recursion Beyond Simple Problems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 2023

February 3, 2023 @ 10:30 am - 11:30 am

Rethinking System Design for Expressive Cryptography

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 6, 2023 @ 10:30 am - 11:30 am

Relational Affordance Learning for Robot Manipulation

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 9, 2023 @ 10:30 am - 11:30 am

The Gale-Shapley Algorithm

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 10, 2023 @ 11:00 am - 12:00 pm

Self-Supervised Reinforcement Learning

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 17, 2023 @ 9:30 am - 10:30 am

Software and Architecture for Reliable Quantum Computing

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 17, 2023 @ 9:30 am - 10:30 am

Socially Responsible and Factual Reasoning for Equitable AI Systems

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

February 17, 2023 @ 11:00 am - 12:00 pm

Building Sustainable Computational Materials

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 20, 2023 @ 10:30 am - 11:30 am

Interactive and Grounded Language Learning

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 21, 2023 @ 10:30 am - 11:30 am

Looking Past the Abstractions: Characterizing Information Flow in Real-World Systems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 2023

March 6, 2023 @ 10:30 am - 11:30 am

Reinforcement Learning from Static Datasets: Algorithms, Analysis and Applications

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 7, 2023 @ 10:30 am - 11:30 am

Enabling Compositional Generalization of AI Systems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 9, 2023 @ 10:30 am - 11:30 am

Designing Provably Performant Networked Systems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 17, 2023 @ 9:30 am - 10:30 am

Analyzing and Securing Software via Robust and Generalizable Learning

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 17, 2023 @ 9:30 am - 10:30 am

Empowering Users on Social Media for Better Content Credibility

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

March 17, 2023 @ 11:00 am - 12:00 pm

Building Robust Systems Through System-Memory Co-Design

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 17, 2023 @ 11:00 am - 12:00 pm

Pseudorandomness and Space Complexity: New Methods, New Insights, and New Milestones

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

March 21, 2023 @ 10:30 am - 11:30 am

Privacy-Preserving Accountability Online

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 22, 2023 @ 10:30 am - 11:30 am

Quantum and Cryptography: Challenges and Opportunities

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 27, 2023 @ 10:30 am - 11:30 am

Intelligent Mobile Systems for Equitable Healthcare

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 31, 2023 @ 9:30 am - 10:30 am

The Design of a General-Purpose Distributed Execution System

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 31, 2023 @ 9:30 am - 10:30 am

AI for Public Health: Epidemic Forecasting Through a Data-Centric Lens

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

March 31, 2023 @ 11:00 am - 12:00 pm

Protecting User Privacy by Helping Developers

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 31, 2023 @ 11:00 am - 12:00 pm

Expansion, Codes and Optimization at the Frontiers

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

April 2023

April 3, 2023 @ 11:00 am - 12:00 pm

Learning 3D Modeling and Simulation From and For the Real World

2300 Ford Robotics Building 2505 Hayward Street, Ann Arbor, MI, United States

April 6, 2023 @ 10:30 am - 11:30 am

Learning to Re-create Reality in 3D

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 10, 2023 @ 10:30 am - 11:30 am

Robust IoT Communication and Sensing with Extreme Efficiency

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 14, 2023 @ 9:30 am - 10:30 am

Programming Distributed Systems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 14, 2023 @ 9:30 am - 10:30 am

A Hybrid Computing Ecosystem For Practical Quantum Advantage

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

April 14, 2023 @ 11:00 am - 12:00 pm

Distance-Estimation in Modern Graphs: Algorithms and Impossibility

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 17, 2023 @ 10:30 am - 11:30 am

(Un)trustworthy Machine Learning: How to Balance Security, Accuracy, and Privacy

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 19, 2023 @ 10:30 am - 11:30 am

Wireless Sensing for Ubiquitous Internet of Things

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

November 2023

November 13, 2023 @ 10:30 am - 11:30 am

Teaching Faculty Candidate Seminar: Introduction to Hash Tables

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

November 20, 2023 @ 9:30 am - 10:15 am

Towards Human-Centered AI Alignment via Interaction: Human-in-the-loop AI Explanation, Evaluation, and Feedback

Remote/Virtual

November 21, 2023 @ 9:30 am - 10:15 am

A Complete Characterization of Game-Theoretic Fair Coin Toss

Remote/Virtual

November 28, 2023 @ 10:30 am - 11:30 am

Batteries Beyond Batteries

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

November 29, 2023 @ 10:30 am - 11:30 am

Firm Foundations for Private Machine Learning and Statistics

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

November 30, 2023 @ 10:30 am - 11:30 am

What Can Cryptography Do For Decentralized Mechanism Design?

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

December 2023

December 4, 2023 @ 10:30 am - 11:30 am

Computing and AI: Traversing the Journey from Innovation to Convergence to Translation

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

December 5, 2023 @ 10:30 am - 11:30 am

Neurons to Numerical Analysis: Applications of machine learning in scientific computing

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

December 6, 2023 @ 10:30 am - 11:30 am

Bridging the Socio-Technical Gap: Towards Explainable and Responsible AI

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

December 7, 2023 @ 10:30 am - 11:30 am

Reflections on my Research, Teaching, and Leading: Energy-Efficient, Reliable & Fun Computing Across the Hardware/Software Stack

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

December 11, 2023 @ 10:30 am - 11:30 am

Excellence at scale: Computer Science & Engineering at big public universities

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

December 13, 2023 @ 10:30 am - 11:30 am

Designing Trustworthy Systems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

January 2024

January 22 @ 10:30 am - 11:30 am

An Introduction to Inheritance in Java

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 2024

February 2 @ 10:30 am - 11:30 am

Sub-cent Processors, Earable Computers, and Space Microdatacenters: Novel Computer Systems for Truly Ubiquitous Computing

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 6 @ 10:30 am - 11:30 am

Content Moderation in Social Media: The Steel Armor of Social Media

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 8 @ 4:00 pm - 5:00 pm

Catch M(oor)e If You Can: Agile Hardware/Software Co-Design for Hyperscale Cloud Systems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 8 @ 4:00 pm - 5:00 pm

Fast, Flexible, and Intelligent Next-Generation Networks

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

February 9 @ 10:30 am - 11:30 am

Accessible Foundation Models: Systems, Algorithms, and Science

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 12 @ 10:30 am - 11:30 am

What is a line of “best” fit? A framework for building predictive models

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 13 @ 10:30 am - 11:30 am

Impacting the future one failure at a time

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 22 @ 4:00 pm - 5:00 pm

Hardware-Aware Efficient Primitives for Machine Learning

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

February 23 @ 10:30 am - 11:30 am

Modern Clouds: Side-Channel Attacks and Defenses

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 2024

March 4 @ 10:30 am - 11:30 am

The Binomial Theorem

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 7 @ 4:00 pm - 5:00 pm

Designing efficient and scalable cache management systems

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 8 @ 10:30 am - 11:30 am

Understanding Language Models through Discovery and by Design

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 14 @ 4:00 pm - 5:00 pm

Reimaging the Cloud: Data-Centric Multi-Acceleration at Scale

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 14 @ 4:00 pm - 5:00 pm

Algorithms for Designing Randomized Controlled Trials and for Solving Structured Linear Equations

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

March 15 @ 10:30 am - 11:30 am

Causal Inference for Robust, Reliable, and Responsible NLP

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 15 @ 10:30 am - 11:30 am

Data Privacy in the Decentralized Era

Michigan Memorial Phoenix Laboratory, Suite 2000 2301 BONISTEEL BLVD, Ann Arbor, MI, United States

March 18 @ 2:00 pm - 3:00 pm

From Pixels to Measurements: Understanding the Dynamic World

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 19 @ 10:30 am - 11:30 am

The Synergistic Collaboration of Heterogeneity in Sensing and Communication for Ubiquitous Intelligence

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 20 @ 2:00 pm - 3:00 pm

Towards Principled Modeling of Inductive Bias for Generalizable Machine Learning

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 25 @ 2:00 pm - 3:00 pm

Building Planetary-Scale Collaborative Intelligence

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 27 @ 10:30 am - 11:30 am

Finding Shortest Paths in the Real World

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 28 @ 10:30 am - 11:30 am

Unleashing the Power of Ubiquitous IoT Sensors for Ambient Intelligence

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

March 29 @ 10:30 am - 11:30 am

Towards 4D Reconstruction in the Wild

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 2024

April 1 @ 2:00 pm - 3:00 pm

Unlocking musical creativity with generative AI

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 4 @ 4:00 pm - 5:00 pm

Intelligent Textiles for Physical Interactions

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 5 @ 10:30 am - 11:30 am

Towards Principled Sequential Decision-Making

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 5 @ 10:30 am - 11:30 am

Security Protection for the Cyber-physical World

1610 IOE 1205 Beal Ave, Ann Arbor, MI, United States

April 9 @ 10:30 am - 11:30 am

Efficient Deep Learning with Sparsity: Algorithms, Systems, and Applications

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 11 @ 4:00 pm - 5:00 pm

Learning from Interaction

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 12 @ 10:30 am - 11:30 am

Circular Interactive Material: making ubiquitous computing more scalable and sustainable

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 15 @ 10:30 am - 11:30 am

Programmable Software Systems for Correct High-performance Applications

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States

April 19 @ 10:30 am - 11:30 am

Generalizing Beyond the Training Distribution through Compositional Generation

3725 Beyster Building 2260 Hayward Street, Ann Arbor, MI, United States