TAG: Math

2.160 Identification, Estimation, and Learning	2023/11/18 23:25	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, mit, identification, estimation, learning, dlabroboticsmit, ekf, ukf, particle-filter, robotics
Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land	2024/05/02 13:59	Horea Caramizaru	0 Comments	0 Linkbacks	math, ml, ad, optimization, simone-scardapane, 2024
DAEs	2023/11/24 20:06	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, dae, differential-algebraic-equations, jan-heiland
Differential and Integral Calculus 1	2023/11/24 13:43	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, technion, calculus, aviv-censor
Differential and Integral Calculus 2	2023/11/24 13:38	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, technion, calculus, implicit-function-theorem, ift, inverse-function-theorem, aviv-censor
Direct Methods for Sparse Linear Systems	2023/11/24 21:06	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, numerics, direct-methods, sparse-linear-systems, tim-davis
FEM@LLNL \| Supercharging Programming Through Compiler Technology	2024/04/29 23:35	Horea Caramizaru	0 Comments	0 Linkbacks	math, optimization, ad, compilers-design, llvm, enzyme, william-moses, illinois-urbana-champaign, 2024
Geometric Numerical Integration	2023/12/04 20:02	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, ode, numerics, melvin-leok, geometric
Inexact Newton with Iterated Sensitivities for Optimization of Partial Differential Equation	2024/04/26 08:45	Horea Caramizaru	0 Comments	0 Linkbacks	math, numerics, optimization, control, pde, newton, sensitivities, justin-asbjorn-pearse-danker, uni-freiburg, 2020
Information Geometry and its Applications	2023/12/04 16:52	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, information-geometry, melvin-leok
Introduction to Algorithmic Differentiation (AD I)	2023/11/02 12:02	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, ad, algorithmic-differentiation, automatic-differentiation, video-course
Is the Future of Linear Algebra.. Random?	2024/04/25 14:21	Horea Caramizaru	0 Comments	0 Linkbacks	math, linear-algebra, random, numerics
Linear Programming	2023/12/23 21:41	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, math484, lp, simplex, optimization, penn-state-university, wen-shen, 2016
Matrix Calculus for Machine Learning and Beyond	2024/03/24 15:19	Horea Caramizaru	0 Comments	0 Linkbacks	math, optimization, derivatives, automatic-differentiation, algorithmic-differentiation, ml, alan-edelman, steven-johnson, mit, mit-opencourseware, 2023, course
Numerical Analysis of Ordinary Differential Equations	2023/12/23 19:03	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, numerics, ode, heidelberg, existence, uniqueness, lipschitz-continuity, theory-of-ode, arne-strehlow, 2021, differential-equation
Numerical Method for Ordinary Differential Equations	2023/12/23 21:12	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, 170c, ode, numerics, 2020, uc-san-diego, martin-licht, existence, uniqueness, lipschitz-continuity, theory-of-ode, differential-equation
Numerical Methods for Physical Modeling	2023/12/04 19:49	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, melvin-leok, ode, numerics
Numerical Ordinary Differential Equations (Graduate)	2023/12/04 19:58	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, ode, numerics, graduate, melvin-leok
Numerical Ordinary Differential Equations (Undergraduate)	2023/12/04 19:54	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, ode, numerics, undergraduate, melvin-leok
Optimal Control - 2022	2023/12/24 16:00	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, robotics, optimal-control, mpc, optimization, nlp, linear quadratic-regulator, convex-optimization, trajectory-optimization, differential-dynamic-programming, quaternions, hybrid-system, legged-robot, stochastic-optimal-control, linear quadratic gaussian, kalman-filter, reinforcement-learning, robotics-exploration-lab, cmu, zac-manchester, 2022
Optimal Control 2023	2023/12/24 16:20	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, robotics, optimal-control, mpc, optimization, nlp, linear quadratic-regulator, convex-optimization, trajectory-optimization, differential-dynamic-programming, quaternions, hybrid-system, legged-robot, stochastic-optimal-control, linear quadratic gaussian, kalman-filter, reinforcement-learning, dircol, ilqr, collision-avoidance, robotics-exploration-lab, cmu, zac-manchester, 2023
Optimization	2023/12/23 21:32	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, numerics, sqp, qp, lp, optimization, simplex
Optimization on Manifolds (course)	2023/12/04 16:59	Horea Caramizaru	0 Comments	0 Linkbacks	course, math, melvin-leok, optimization, manifolds
Theory of Computation	2024/04/26 21:39	Horea Caramizaru	0 Comments	0 Linkbacks	course, formal-languages, automata, theory-of-computation, math, discrete-math, mit-opencourseware, language-theory, computability-theory, complexity-theory, michael-sipser, mit
Theory of Computation and Automata - Shai Simonson	2023/10/17 09:23	Horea Caramizaru	0 Comments	0 Linkbacks	math, discrete-math, formal-languages, automata, theory-of-computation, finite-state-machines, fsm, pumping-lemma, context-free-languages, cfg, pushdown-machines, undecidability, turing-machines, halting-problem, decidability, complexity-theory, savitch s-theorem, space-hierarchy, complexity-relationship, recursion-theorem, shai-simonson

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