Performance Modelling in the Age of Data and AI
Seminar Series: Women in Data Science and Maths
Performance Modelling in the Age of Data and AI
54:00
A Look Back at WINDSMATH Seminar Series 2025
Seminar Series: Women in Data Science and Maths
A Look Back at WINDSMATH Seminar Series 2025
1:20
Combining confounded and unconfounded in heterogeneous treatment effect modelling
Seminar Series: Women in Data Science and Maths
Combining confounded and unconfounded in heterogeneous treatment effect modelling
45:35
Statistical inference for Lévy-driven graph supOU processes: From short- to long-memory in HDTS.
Seminar Series: Women in Data Science and Maths
Statistical inference for Lévy-driven graph supOU processes: From short- to long-memory in HDTS.
49:32
Generative Diffusion Models: Optimization, Generalization and Fine-tuning
Seminar Series: Women in Data Science and Maths
Generative Diffusion Models: Optimization, Generalization and Fine-tuning
54:56
New Frontiers of Deep Learning for Large-Scale Spatiotemporal Data
Seminar Series: Women in Data Science and Maths
New Frontiers of Deep Learning for Large-Scale Spatiotemporal Data
42:09
Auto-tune: PAC-Bayes Optimization over Prior and Posterior for Neural Networks
Seminar Series: Women in Data Science and Maths
Auto-tune: PAC-Bayes Optimization over Prior and Posterior for Neural Networks
45:20
Machine learning in solution of inverse problems: a subjective perspective
Seminar Series: Women in Data Science and Maths
Machine learning in solution of inverse problems: a subjective perspective
55:06
Contextual Selection of Conformal Uncertainty Sets for Conditional Robust Optimization
Seminar Series: Women in Data Science and Maths
Contextual Selection of Conformal Uncertainty Sets for Conditional Robust Optimization
34:59
A Look Back at 2024: WINDSMATH Seminar Series
Seminar Series: Women in Data Science and Maths
A Look Back at 2024: WINDSMATH Seminar Series
3:18
Deep Gaussian processes: theory and applications
Seminar Series: Women in Data Science and Maths
Deep Gaussian processes: theory and applications
49:39
Dimensionality reduction techniques for optimization problems
Seminar Series: Women in Data Science and Maths
Dimensionality reduction techniques for optimization problems
47:50
A level-set approach for control problems arising in energy production and distribution
Seminar Series: Women in Data Science and Maths
A level-set approach for control problems arising in energy production and distribution
51:12
The Rise of Reinforcement Learning: from One to Many
Seminar Series: Women in Data Science and Maths
The Rise of Reinforcement Learning: from One to Many
46:09
Unveiling the Role of the Wasserstein Distance in Generative Modelling
Seminar Series: Women in Data Science and Maths
Unveiling the Role of the Wasserstein Distance in Generative Modelling
51:07
A Look Back at WINDSMATH Seminar Series
Seminar Series: Women in Data Science and Maths
A Look Back at WINDSMATH Seminar Series
1:26
A deep learning analysis of climate change, innovation, and uncertainty
Seminar Series: Women in Data Science and Maths
A deep learning analysis of climate change, innovation, and uncertainty
50:03
AI and the Future of Optimization
Seminar Series: Women in Data Science and Maths
AI and the Future of Optimization
56:23
AI for Science: Discovering Diverse Classes of Governing Equations in Medicine and Beyond
Seminar Series: Women in Data Science and Maths
AI for Science: Discovering Diverse Classes of Governing Equations in Medicine and Beyond
55:26
A Model-Agnostic Graph Neural Network for Integrating Local and Global Information
Seminar Series: Women in Data Science and Maths
A Model-Agnostic Graph Neural Network for Integrating Local and Global Information
56:31
A Look Back at 2023: WINDSMATH Seminar Series
Seminar Series: Women in Data Science and Maths
A Look Back at 2023: WINDSMATH Seminar Series
2:07
Dynamic pricing and learning with Bayesian persuasion| Prof. Shipra Agrawal
Seminar Series: Women in Data Science and Maths
Dynamic pricing and learning with Bayesian persuasion| Prof. Shipra Agrawal
54:28
On Graph Limits as Models for Interaction Data
Seminar Series: Women in Data Science and Maths
On Graph Limits as Models for Interaction Data
45:06
Reinforcement Learning meets Federated Learning and Distributional Robustness
Seminar Series: Women in Data Science and Maths
Reinforcement Learning meets Federated Learning and Distributional Robustness
53:30
Mathematics of transfer learning and transfer risk: from medical to financial data analysis
Seminar Series: Women in Data Science and Maths
Mathematics of transfer learning and transfer risk: from medical to financial data analysis
49:11
The Modern Mathematics of Artificial Intelligence: From Reliable AI to Quantum Computing
Seminar Series: Women in Data Science and Maths
The Modern Mathematics of Artificial Intelligence: From Reliable AI to Quantum Computing
49:14