Date | Main Topic | Subtopics |
June 13, 2016 | Small-Space Algorithms, Estimating Statistical Properties |
Introduction to Streaming Algorithms, Finding Similar Items, Locality Sensitive Hashing, MinHash etc. |
June 14, 2016 | Distance Estimation, Clustering & Ranking |
K-Means, K-Median, K-Means++, Ranking, Page Rank, Rank Aggregation, Ranking under Uncertainty etc. |
June 15, 2016 | Algorithms over Massive Networks |
Introduction to Map-Reduce Framework, Graph Algorithms on Map-Reduce, Graph Sketching, Social Network Analysis etc. |
June 16, 2016 | Learning Algorithms |
The Perceptron Algorithm and Stochastic Gradient Descent, Strong and Weak Learning, Active learning, Deep Learning etc. |
June 17, 2016 | Examination |
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