TILOS-HDSI Seminar: Kinetic Theory Perspective of Foundation Models for Physics
February 11 @ 11:00 - 12:00
TILOS-MICS Seminar: AI-Driven Design Automation for Multi-Chip Integration in AI Chips
February 9 @ 11:00 - 12:00
Optimization for ML and AI Seminar: Extended Convex Lifting for Policy Optimization in Control
February 6 @ 11:00 - 12:00
[CANCELED] Optimization for ML and AI Seminar: Fantastic Pretraining Optimizers and Where to Find Them
January 30 @ 11:00 - 12:00
TILOS-HDSI Seminar: Safety, Representations, and Generative Learning in Dynamical Systems
January 28 @ 11:00 - 12:00
Gordon Research Conference on Embodied Intelligence
January 11 - January 16
Optimization for ML and AI Seminar: Randomized linear algebra with subspace injections
January 9 @ 11:00 - 12:00
TILOS-HDSI Seminar: Incentivizing Emergent Behaviors for LLMs via Reinforcement Learning
December 8, 2025 @ 10:00 - 11:00
NeurIPS 2025 Workshop on New Perspectives in Advancing Graph Machine Learning
December 7, 2025
NeurIPS 2025 Workshop on Imageomics: Discovering Biological Knowledge from Images Using AI
NeurIPS 2025 Workshop on Optimization for Machine Learning
NeurIPS 2025 Workshop on Differentiable Learning of Combinatorial Algorithms
Optimization for ML and AI Seminar: Stochastic-Gradient and Diagonal-Scaling Algorithms for Constrained Optimization and Learning
December 5, 2025 @ 11:00 - 12:00
Networking Lunch Reception at NeurIPS 2025
December 4, 2025 @ 12:00 - 14:00
Optimization for AI and ML Seminar: Training Neural Networks at Any Scale
December 3, 2025 @ 13:00 - 14:00
TILOS-SDSU Seminar: 95 Percent: Bridging the Gap Between Prototype and Product
December 3, 2025 @ 11:00 - 12:00
Workshop on Topology, Algebra, and Geometry in Data Science (co-located with NeurIPS 2025)
December 1, 2025 - December 2, 2025
TILOS-SDSU Seminar: Certifiably Correct Machine Perception
November 19, 2025 @ 11:00 - 12:00
TILOS-HDSI Seminar: AI safety theory: the missing middle ground
November 12, 2025 @ 11:00 - 12:00
Student and Postdoc Lunch at Zanzibar Cafe
October 24, 2025 @ 12:00 - 13:30
Optimization for ML and AI Seminar with Courtney Paquette (McGill University): High-dimensional Optimization with Applications to Compute-Optimal Neural Scaling Laws
October 24, 2025 @ 11:00 - 12:00
TILOS-HDSI Seminar with Adam Klivans (UT Austin): A New Paradigm for Learning with Distribution Shift
October 1, 2025 @ 11:00 - 12:00
TILOS Industry Day 2025
TILOS Seminar: Optimal Quantization for LLMs and Matrix Multiplication
May 23, 2025 @ 11:00 - 12:00
HOT-AI: Horizons for Optimization in AI Workshop
TILOS Seminar: Amplifying human performance in combinatorial competitive programming
April 16, 2025 @ 11:00 - 12:00
TILOS Seminar: Foundational Methods for Foundation Models for Scientific Machine Learning
April 2, 2025 @ 11:00 - 12:00
Boston Symmetry Day 2025
March 31, 2025
TILOS Seminar: Single location regression and attention-based models
March 27, 2025 @ 14:00 - 15:00
TILOS-Cisco AI + Security Workshop
TILOS Seminar: Synthetic Tasks as Testbeds for Attributing Model Behavior
March 12, 2025 @ 11:00 - 12:00
TILOS Tutorial on AI Alignment
Secure AI for Health, Defense, and Beyond
February 19, 2025 - February 20, 2025
TILOS-SDSU Seminar: Challenging Estimation Problems in Vehicle Autonomy
February 12, 2025 @ 11:00 - 12:00
TILOS Seminar: Unlearnable Facts Cause Hallucinations in Pretrained Language Models
January 29, 2025 @ 11:00 - 12:30
NSF Workshop on AI for Electronic Design Automation
December 10, 2024
TILOS Seminar: How Transformers Learn Causal Structure with Gradient Descent
November 20, 2024 @ 11:00 - 12:00
TILOS Seminar: Off-the-shelf Algorithmic Stability
November 13, 2024 @ 11:00 - 12:00
TILOS Seminar: Data Models for Deep Learning: Beyond i.i.d. Assumptions
November 7, 2024 @ 16:00 - 17:00
TILOS-SDSU Seminar: AI/ML & NLP for UAS/Air Traffic Management
October 2, 2024 @ 11:00 - 12:00
TILOS Seminar: What Kinds of Functions do Neural Networks Learn? Theory and Practical Applications
July 24, 2024 @ 10:00 - 11:00
TILOS Industry Day 2024
TILOS Seminar: Large Datasets and Models for Robots in the Real World
May 22, 2024 @ 10:00 - 11:00
TILOS Seminar: Transformers learn in-context by (functional) gradient descent
April 17, 2024 @ 10:00 - 11:00
TILOS Seminar: How Large Models of Language and Vision Help Agents to Learn to Behave
March 20, 2024 @ 10:00 - 11:00
HDSI-TILOS “LLM Meets Theory” Workshop 2024
March 15, 2024 - March 16, 2024
AI Ethics in Research Webinar
TILOS-HDSI Distinguished Colloquium: The Synergy between Machine Learning and the Natural Sciences
February 21, 2024 @ 14:00 - 15:30
TILOS Seminar: The Dissimilarity Dimension: Sharper Bounds for Optimistic Algorithms
January 18, 2024 @ 10:00 - 11:00
Overview of the Executive Order on Safe, Secure, and Trustworthy Artificial Intelligence
November 17, 2023 @ 09:30 - 10:30
TILOS-OPTML++ Seminar: Optimization, Robustness and Privacy in Deep Neural Networks: Insights from the Neural Tangent Kernel
November 8, 2023 @ 11:00 - 12:00
Boston Symmetry Day 2023
TILOS Seminar: Building Personalized Decision Models with Federated Human Preferences
November 2, 2023 @ 11:00 - 12:00
TILOS Seminar: Towards Foundation Models for Graph Reasoning and AI 4 Science
October 11, 2023 @ 10:00 - 11:00
TILOS Fireside Chat on Theory in the Age of Modern AI
TILOS Seminar: Machine Learning from Weak, Noisy, and Biased Supervision
September 18, 2023 @ 10:00 - 11:00
AI Ethics Roundtable
TILOS Seminar: Learning from Diverse and Small Data
May 19, 2023 @ 10:00 - 11:00
TILOS Seminar: The Hidden Convex Optimization Landscape of Deep Neural Networks
May 15, 2023 @ 14:30 - 15:30
TILOS-OPTML++ Seminar: Sums of Squares: from Algebra to Analysis
April 26, 2023 @ 09:00 - 10:00
TILOS Seminar: ML Training Strategies Inspired by Humans’ Learning Skills
April 19, 2023 @ 10:00 - 11:00
TILOS Seminar: Engineering the Future of Software with AI
February 15, 2023 @ 10:00 - 11:00
TILOS Seminar: Causal Discovery for Root Cause Analysis
January 18, 2023 @ 10:00 - 11:00
TILOS Seminar: Rare Gems: Finding Lottery Tickets at Initialization
November 16, 2022 @ 10:00 - 11:00
TILOS Seminar: Robust and Equitable Uncertainty Estimation
October 12, 2022 @ 10:00 - 11:00
TILOS Seminar: On Policy Optimization Methods for Control
September 28, 2022 @ 10:00 - 11:00
TILOS Seminar: Non-convex Optimization for Linear Quadratic Gaussian (LQG) Control
September 21, 2022 @ 10:00 - 11:00
TILOS Seminar: Machine Learning for Design Methodology and EDA Optimization
August 17, 2022 @ 10:00 - 11:00
TILOS Seminar: How to use Machine Learning for Combinatorial Optimization? Research Directions and Case Studies
July 20, 2022 @ 10:00 - 11:00
TILOS Seminar: The FPGA Physical Design Flow Through the Eyes of ML
June 29, 2022 @ 10:00 - 11:00
TILOS Seminar: Reasoning Numerically
June 15, 2022 @ 10:00 - 11:00
TILOS Seminar: Deep Generative Models and Inverse Problems
May 18, 2022 @ 10:00 - 11:00
TILOS-OPTML++ Seminar: Constant Regret in Online Decision-Making
May 11, 2022 @ 14:30 - 15:30
TILOS-OPTML++ Seminar: Equilibrium Computation, Deep Multi-Agent Learning, and Multi-Agent Reinforcement Learning
April 27, 2022 @ 14:30 - 15:30
TILOS Seminar: Learning in the Presence of Distribution Shifts: How does the Geometry of Perturbations Play a Role?
April 20, 2022 @ 10:00 - 11:00
TILOS Seminar: The Connections Between Discrete Geometric Mechanics, Information Geometry, Accelerated Optimization and Machine Learning
March 16, 2022 @ 10:00 - 11:00
TILOS Seminar: MCMC vs. Variational Inference for Credible Learning and Decision Making at Scale
February 16, 2022 @ 10:00 - 11:00
TILOS Seminar: Real-time Sampling and Estimation: From IoT Markov Processes to Disease Spread Processes
January 19, 2022 @ 10:00 - 11:00
TILOS Seminar: Closing the Virtuous Cycle of AI for IC and IC for AI
December 15, 2021 @ 10:00 - 11:00
TILOS Seminar: A Mixture of Past, Present, and Future
November 17, 2021 @ 10:00 - 11:00