Schedule

Preschool Schedule (10 – 22 June, 2024)

Date	Topic (Time 11:00 - 12:30)	Speaker	Topic (Time 16:00 - 17:30)	Speaker
10/06	Python Attachments	S. Sarkar	Python Attachments	S. Sarkar
11/06	Python Attachments	S. Sarkar	Python Attachments	S. Sarkar
12/06	Python Attachments	S. Sarkar	Python Attachments	S. Sarkar
13/06	Statistics Attachments	A. Nayak	PyROOT / uproot Attachments	A. Purohit
14/06	Statistics Attachments	A. Nayak	PyROOT / uproot Attachments	A. Purohit
15/06	Statistics Attachments	A. Nayak	PyROOT / uproot Attachments	A. Purohit
16/06	Sunday	-	-	-
17/06	Basics of ML / Deep Learning Attachments	Swagata	TensorFlow/ Keras (Help in installation etc..) Attachments	Vishal / Deepanshu
18/06	CNN Attachments	Partha / Swagata	TensorFlow/ Keras (Tutorial DNN?) Attachments	Vishal
19/06	CNN Attachments	Partha / Swagata	CNN Tutorial Attachments	Ritesh
20/06	-	-	ANN / CNN Tutorial (Extended Session) Attachments	Partha / Deepanshu
21/06	-	-	PyTorch (Extended Session) Attachments	Sanmay

Main School / Workshop (01 - 13 July)

	09:30 - 11:00	11:30 - 13:00	14:30 - 16:00	16:30 - 18:00	18:15 - 19:30
Date	Topic / Speaker	Topic / Speaker	Topic / Speaker	Topic / Speaker	Colloquium / Seminar Speaker	Attachments
01/07	Inauguration by the Director ( 09:30 - 10:00 )
	Statistics. Satyaki / Shilpi	Statistics Tutorial. Satyaki / Shilpi	Inductive Biases. Vishal	Inductive Biases. Vishal	-	Day-01
02/07	Statistics. Satyaki / Shilpi	Statistics Tutorial. Satyaki / Shilpi	GNN. Sanmay	GNN. Sanmay	-	Day-02   Sanmay
03/07	Statistics. Satyaki / Shilpi	Statistics Tutorial. Satyaki / Shilpi/ Anil	GNN. Sanmay	GNN. Sanmay	-	Day-03   Sanmay
04/07	Generative models. Swagata	Generative models. Swagata	GNN / Transformer. Sanmay	GNN / Transformer. Sanmay	-	Day-04   Sanmay
05/07	Generative models. Swagata	Sequence models. Swagata	Heterograph / Hypergraph. Sanmay	Heterograph / Hypergraph. Sanmay	-	Day-05   Sanmay
06/07	Sequence models. Swagata	Sequence models. Swagata	Normalising Flow. Vishal Ngairangbam	Quantum Machine learning. Vishal Ngairangbam	-	Day-06
07/07	Sunday	-	-	-	-	-
08/07	Unsupervised Learning using Maps. Amit	Unsupervised Learning using Maps. Amit	SVM. Rajdeep	SVM. Rajdeep	-	Day-07   Rajdeep
09/07	Anomaly Detection. Tanmay	Anomaly Detection. Tanmay	SVM Tutorial Rajdeep (can be condensed with the first two lectures if we want room for Quantum)	TBD	-	Day-08
10/07	Moon Moon Devi	Workshop	Open MPI. R.Thiru Senthil	Open MPI. R.Thiru Senthil	-	Day-09   Project List
11/07	Workshop	Workshop	Workshop	Workshop	-	Day-10
12/07	Workshop	Workshop	Open MPI. R.Thiru Senthil	Open MPI. R.Thiru Senthil	-	Day-11
13/07	Workshop	Workshop	Workshop	Workshop	-	Day-12

Possible Topics and Speakers:

1. Statistics : Satyaki Bhattacharya, Shilpi Jain, A Nayak

2. Sequence models, Generative models: Swagata Mukherjee

3. Anomaly detection: Tanmay Modak

4. GNN and Transformers: Sanmay Ganguly

5. Interplay between inductive biases and high energy physics: Vishal Ngairangbam

6. SVM, Quantum ML(TBD), HGCAL beam test analysis for the workshop?, .... : Rajdeep Chatterjee

7. Unsupervised Learning using Maps: Amit Chakraborty