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Related lectures (29)
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Retractions vector fields and tangent bundles: Tangent bundles
MOOC: Introduction to optimization on smooth manifolds: first order methods
Covers retractions, tangent bundles, and embedded submanifolds on manifolds with proofs and examples.
Differentiating Vector Fields: Definition
Introduces differentiating vector fields along curves on manifolds with connections and the unique operator satisfying specific properties.
Smooth maps and differentials: Differentials
MOOC: Introduction to optimization on smooth manifolds: first order methods
Explores smooth maps, differentials, composition properties, linearity, and extensions on manifolds.
Smooth sets and functions: Charts and atlases
Explores smooth functions, n-dimensional charts, compatibility, and atlases for manifolds.
Integer Factorization: Quadratic Sieve
Covers the Quadratic Sieve method for integer factorization, emphasizing the importance of choosing the right parameters for efficient factorization.
Faster and Projected Gradient Descent: Optimization Techniques
Discusses advanced optimization techniques, focusing on faster and projected gradient descent methods in machine learning.
From embedded to general manifolds: Why?
Explores upgrading foundations from embedded to general manifolds in optimization, discussing smooth sets and tangent vectors.
Smooth sets and functions: Smooth functions, topology, and manifolds
Explores smooth functions on manifolds, emphasizing continuity and atlas topologies.
Differential Forms Integration
Covers the integration of differential forms on smooth manifolds, including the concepts of closed and exact forms.
Differential Forms on Manifolds
Introduces differential forms on manifolds, covering tangent bundles and intersection pairings.
Optimality conditions: second order
Explores necessary and sufficient optimality conditions for local minima on manifolds, focusing on second-order critical points.
Remarks and Demonstrations
MOOC: Analysis I
MOOC: Analysis I (part 6) : Study of functions, limited developments
Covers remarks and demonstrations on function continuity and differentiability, focusing on class C functions.
Eisenstein Series and Spectral Decomposition
Covers Eisenstein series properties and spectral decomposition of functions.
Riemannian metrics and gradients: Why and definition of Riemannian manifolds
MOOC: Introduction to optimization on smooth manifolds: first order methods
Covers Riemannian metrics, gradients, vector fields, and inner products on manifolds.
Nth Derivative
MOOC: Analysis I
MOOC: Analysis I (part 6) : Study of functions, limited developments
Explores obtaining n-th derivatives through a recursive process and the regularity of functions defined by power series.
From embedded to general manifolds: upgrading our foundations
Explores the transition from embedded to general manifolds, upgrading foundational concepts and discussing mathematical reasons for both approaches.
Topology of Riemann Surfaces
Covers the topology of Riemann surfaces, focusing on orientation and orientability.
Bounding the Poisson bracket invariant on surfaces
Covers the concept of bounding the Poisson bracket invariant on surfaces, exploring joint work with A. Logunov and S. Tanny.
Approximation in Sobolev Spaces
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Covers the approximation of functions in Sobolev spaces using smooth functions.
General Manifolds and Topology
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Covers manifolds, topology, smooth maps, and tangent vectors in detail.
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