Conference Program
Join us on January 5, 2024, for a day filled with insightful lectures and engaging activities.
14:00 – 14:20: Registration
14:20 – 14:50: Opening Remarks by Bakhrom Abdullaev, Guido Montufar, and Volodymyr Melnykov
15:00 – 16:50: Speaker: Guido Montufar - Learning from data, I
16:00 – 17:50: Speaker: Volodymyr Melnykov - Introduction to unsupervised machine learning and model-based clustering, I
17:00 – 17:50: Speaker: Jamolbek Mattiev - Associative classification model based on clustering
18:30 – 21:00: Welcome Reception and Dinner
09:00 – 09:50: Speaker: Guido Montufar - Learning from data, II
10:00 – 10:50: Speaker: Guido Montufar - Statistical learning theory, I
11:00 – 11:30: Coffee Break
11:30 – 12:20: Recitation Session (Moderator: Kedar Karhadkar)
14:00 – 16:00: Free Time/Rest (Faculty Housing)
16:00 – 16:50: Speaker: Volodymyr Melnykov - Introduction to unsupervised machine learning and model-based clustering, II
17:00 – 17:50: Speaker: Volodymyr Melnykov - Advances in model-based clustering
09:00 – 09:50: Speaker: Guido Montufar - Statistical learning theory, II
10:00 – 10:50: Speaker: Guido Montufar - Models, architectures, regimes
11:00 – 11:30: Coffee Break
11:30 – 12:20: Recitation Session (Moderator: Kedar Karhadkar)
14:00 – 16:00: Free Time/Rest (Faculty Housing)
16:00 – 16:50: Speaker: Volodymyr Melnykov - Modeling matrix- and tensor variate data
17:00 – 17:50: Speaker: Volodymyr Melnykov - Semi-supervised machine learning and model-based clustering
January 8, 2024 - Khorezm Mamun Academy in Khiva
09:00 – 09:50: Speaker: Rishi Sonthalia - From Classical Regression to the Modern Regime
10:00 – 10:50: Speaker: Michael Murray - An Introduction to Benign Overfitting
11:00 – 11:50: Guided Tour of Mamun Academy
12:00 – 12:50: Speaker: Michael Porter - Modeling contagion, excitation, and social influence
13:30 – 15:00: Lunch (Ichan Kala)
15:00 – 19:00: Guided Tour of Ichan Kala
19:00 – 21:00: Dinner (Ichan Kala)
January 9, 2024 - Khorezm Mamun Academy in Khiva
09:00 – 09:50: Speaker: Guido Montufar - Geometric techniques
10:00 – 10:50: Speaker: Guido Montufar - Optimization and algorithmic biases
11:00 – 11:50: Speaker: Angelica Torres - Algebraic Geometry meets Structure from Motion
14:00 – 14:50: Speaker: Volodymyr Melnykov - Modeling time-dependent categorical sequences
15:00 – 15:50: Speaker: Volodymyr Melnykov - Finite mixture modeling in stylometry
16:00 – 18:00: Free time/shopping in Ichan Kala
18:30 – 21:30: Banquet in Urgench