13. Convex Optimization II Lecture 13
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, trust region, nonlinear optimal control, discretization, SCP, torque residuals, convex-c
12. Convex Optimization II Lecture 12
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, sequential convex programming, alternating convex optimization, convex-concave, nonnegat
10. Convex Optimization II Lecture 10
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, rate control, single commodity network flow, convex problem, dual decomposition, lagrang
9. Convex Optimization II Lecture 9
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, separable problems, complicating variables, primal decomposition, dual, complicating con
8. Convex Optimization II Lecture 8
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, ellipsoid method, convergence proof, inequality constraints, feasibility problems, deep
7. Convex Optimization II Lecture 7
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, subgradient method,cutting plane, cutting plane method, analytic center, pruning constra
6. Convex Optimization II Lecture 6
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, subgradient method,cutting plane, localization algorithms, lower bounds, stopping criter
5. Convex Optimization II Lecture 5
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, subgradient method, stochastic programing, convergence proof, convex functions, adaptive
4. Convex Optimization II Lecture 4
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, subgradient method, dual, constrained optimization, linear equality constraints, negativ
2. Convex Optimization II Lecture 2
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, stepsize rules, convergence results, proofs, optimal step size, alternating projections,
1. Convex Optimization II Lecture 1
Math, Technology, Algebra, calculus, geometry, electrical engineering, convex optimization, subgradient calculus, derivatives, basic inequality, function, algorithms, convex analysis, nondifferentiable, subdifferential, weak subgradient calculus, strong s
18. Convex Optimization I Lecture 18
science, electrical, engineering, technology, convex, optimization, logarithmic barrier, reformulation, indicator, function, KKT, Lagrangian, Lipschitz, condition, geometric program, phase I
10. Convex Optimization I Lecture 10
science, electrical, engineering, technology, convex, optimization, estimation, approximation, norm, least-squares, Chebyshev, Huber, penalty, function, Tikhonov, regularization, linear, dynamical, system
3. Convex Optimization I Lecture 3
science, electrical, engineering, technology, convex, optimization, affine, eigenvalue, extended-value, extension, quadratic, function, epigraph, Jensen, inequality
4. Convex Optimization I Lecture 4
science, electrical, engineering, technology, convex, optimization, scalar, vector, Schur, complement, logarithm, quadratic, IRR, Jensen, inequality, Gaussian, integration, property, yield function
1. Convex Optimization I Lecture 1
science, electrical, engineering, technology, convex, optimization, least, squares, constraint, function, portfolio, circuit, data, fitting, ellipsoid, control, signal, processing
2. Convex Optimization I Lecture 2
science, electrical, engineering, convex, optimization, vector, dual, cone, hyperplane, Euclidean, ball, ellipsoid, polyhedra, semidefinite, linear-fractional, function
Statistical Mechanics Lecture 2 (April 6, 2009)
classical quantum physics, science, biology, engineering, thermodynamics, math, formula, space, statistics, variable, methodology, probability distribution, entropy, maximize, thermal equilibrium, function, variable, average, minimum value, equation, lamb
Statistical Mechanics Lecture 7 (May 11, 2009)
science, physics, learning, education, lecture, harmonic oscillator, energy, frequency, partition function, mechanics, quantum states, disc area, annular rings, temperature, black body radiation, wavelength, thermal equilibrium, friction, thermodynamics,
Statistical Mechanics Lecture 9 (May 25, 2009)
science, physics, mathematics, learning, education, lecture, equation, system, spin, mean field approximation, magnetization, critical point, chemical potential, lagrange mulitplier, correlation function, cosmology
