Ganesh Ramakrishnan
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4:00:01
CS709 2024 Project disucssions [Part 2] 20240507 105926 Meeting Recording Part 2
Ganesh Ramakrishnan
55 views • 3 months ago
4:00:01
CS709 2024 Project discussions [Part 1] 20240507 105926 Meeting Recording [Part 1]
Ganesh Ramakrishnan
12 views • 3 months ago
50:05
CS769 2024 Lec 23: Examples - Coop costs, Attr Pot, Complexity, Representation, Diversity, Coverage
Ganesh Ramakrishnan
22 views • 5 months ago
26:59
CS769 2024 Lec 22: Submodular functions, equivalent definitions, basic properties
Ganesh Ramakrishnan
58 views • 5 months ago
31:10
CS769 2024 Lec 20: Projected Gradient Descent, Constrained Optimization and KKT Conditions, Duality
Ganesh Ramakrishnan
61 views • 6 months ago
17:51
CS769 2024 Lec 19 Convergence of Accelerated Generalized GD, Projected GD, Lagrange Functions
Ganesh Ramakrishnan
34 views • 6 months ago
3:00
Saundaryalakshmi Katha kathan Shivaji Maharaj Shivajayanti
Ganesh Ramakrishnan
29 views • 6 months ago
29:14
CS769 2024 Lec 18 Proximal Operator Derivation, Convergence of Generalized GD and Projected GD
Ganesh Ramakrishnan
25 views • 6 months ago
24:00
CS769 2024 Lec 17 From Proximal GD to Generalized GD, Derivation of Proximal Operator with Examples
Ganesh Ramakrishnan
39 views • 6 months ago
32:38
CS769 2024 Lec 16 Concluding SGD variants AdaGrad, RMSProp, ADAM, NADAM, AdaMax, ADADelta, AMSGrad
Ganesh Ramakrishnan
41 views • 6 months ago
21:01
CS769 2024 Lec 15 SGD+variants such as AdaGrad, RMSProp, ADAM with (Quasi) Newton inspiration
Ganesh Ramakrishnan
39 views • 6 months ago
1:26:28
CS769 2024 Lec 14 Accelerated GD, Subgradient Descent, Stochastic Gradient Descent & Convergences
Ganesh Ramakrishnan
76 views • 6 months ago
1:25:25
CS769 2024 Lec 13 Convergence GD for Strong Cnvxty + Lipschitz, Lower Bounds results, Accelerated GD
Ganesh Ramakrishnan
38 views • 7 months ago
1:23:25
CS769 2024 Lec 12 Convergence GradDescent Convexity + L-continuity/smoothness (Optimization in ML)
Ganesh Ramakrishnan
49 views • 7 months ago
1:26:56
CS769 2024 Lec 11 Lipschitz continuity & smoothness for Optimization, ML losses (Optimization in ML)
Ganesh Ramakrishnan
86 views • 7 months ago
1:30:37
CS769 2024 Lec 10 Necessary and Sufficient for opt - convexity & subgradients (Optimization in ML)
Ganesh Ramakrishnan
30 views • 8 months ago
1:26:14
CS769 2024 Lec 9 Subgradient and subdiff calculus explained & illustrated (Optimization in ML)
Ganesh Ramakrishnan
63 views • 8 months ago
1:27:19
CS769 2024 Lec 8 Quasi Convexity, Epigraphs, First and Second order conditions (Optimization in ML)
Ganesh Ramakrishnan
45 views • 8 months ago
1:27:00
CS769 2024 Lec 6 Convexity: Sets, Functions, Calculus, Examples (Optimization in Machine Learning)
Ganesh Ramakrishnan
34 views • 8 months ago
1:31:11
CS769 2024 Lec 7 Calculus of Convex Fns, ML Examples, Gradient, Quasi Convexity (Optimization in ML)
Ganesh Ramakrishnan
63 views • 8 months ago
3:05:20
Complete Part1 संज्ञा Samskrita Sammelanam [Samvardhan Gyaankulam संवर्धन ज्ञानकुलम] January 28 '24
Ganesh Ramakrishnan
25 views • 8 months ago
1:21:12
Complete Part2 संज्ञा Samskrita Sammelanam [Samvardhan Gyaankulam संवर्धन ज्ञानकुलम] January 28 '24
Ganesh Ramakrishnan
33 views • 8 months ago
24:41
Samskrita Sammelanam Samvardhan Gnyanakulam presentation - Part 1 : 28th January 2024(1)
Ganesh Ramakrishnan
38 views • 8 months ago
8:29
Samskrita Sammelanam Samvardhan Gnyanakulam presentation - Part 3 : 28th January 2024(3)
Ganesh Ramakrishnan
29 views • 8 months ago
2:47
Samskrita Sammelanam Samvardhan Gnyanakulam presentation - Part 2 : 28th January 2024(2)
Ganesh Ramakrishnan
16 views • 8 months ago
2:49
Samskrita Sammelanam Samvardhan Gnyanakulam presentation - Part 2 : 28th January 2024(4)
Ganesh Ramakrishnan
17 views • 8 months ago
2:16
Samskrita Sammelanam Samvardhan Gnyanakulam presentation - Part 3 : 28th January 2024(2)
Ganesh Ramakrishnan
13 views • 8 months ago
1:31
Samskrita Sammelanam Samvardhan Gnyanakulam presentation - Part 3 : 28th January 2024(5)
Ganesh Ramakrishnan
42 views • 8 months ago
1:22
Samskrita Sammelanam Samvardhan Gnyanakulam presentation - Part 3 : 28th January 2024(1)
Ganesh Ramakrishnan
9 views • 8 months ago
0:19
Samskrita Sammelanam Samvardhan Gnyanakulam presentation - Part 3 : 28th January 2024(4)
Ganesh Ramakrishnan
16 views • 8 months ago
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