Past talks:
Welcome to the Machine Learning group at IIT Palakkad. We discuss concepts, techniques and recent advancements in Machine Learning and Artificial Intelligence.
2024
| Date | Title | JOURNAL/CONFERENCE | Speaker | Speaker Info | Venue |
|---|---|---|---|---|---|
| July 8, 2024 |
Time Series Anomaly Detection Using Diffusion-based Models |
ICDM 2023 [pdf] |
Vinitha M. R. | Research Scholar | Meeting room 1 in D03 (Dr. A. P. J. Kalam Block) |
| July 15, 2024 |
Glow: Generative Flow with Invertible 1×1 Convolutions |
AAAI Conference on Artificial Intelligence 2018 [pdf] |
Sivani | M.Tech Data Science | Meeting room 1 in D03 (Dr. A. P. J. Kalam Block) |
| July 22, 2024 |
Diffusion model |
Presentation on Diffusion Models |
Dr. Mrinal Kanti Das | Asst. Professor | Meeting room 1 in D03 (Dr. A. P. J. Kalam Block) |
| July 29, 2024 |
Scalable diffusion models with transformers |
ICCV 23 [pdf] |
Thomas John | Research Scholar | Meeting room 1 in D03 (Dr. A. P. J. Kalam Block) |
| Aug 5, 2024 |
Directional diffusion models for graph representation learning |
NeurIPS 2024 [pdf] |
Ankit | Research Scholar | Meeting room 1 in D03 (Dr. A. P. J. Kalam Block) |
| Aug 12, 2024 |
Interpretable Diffusion Via Information Decomposition |
ICLR 2024 [pdf] |
Vishnu B. Raj | Research Scholar | Meeting room 1 in D03 (Dr. A. P. J. Kalam Block) |
| Aug 19, 2024 |
Training Normalizing Flows from Dependent Data |
PMLR 2023 [pdf] |
Eva Cherian | Research Scholar | Nila Large Conference Room |
| Sep 30, 2024 |
Bandit algorithms (Median Elimination, Thomson sampling) |
Reinforcement Learning Lecture Series - 1[pdf] |
Ankit | Research Scholar | Nila Large Conference Room |
| Oct 21, 2024 |
Policy gradient (Policy search, Contextual Bandits) |
Reinforcement Learning Lecture Series - 2[pdf] |
Eva | Research Scholar | ICSR Large Conference Room |
| Nov 11, 2024 |
Function approximation (Linear parameterization, State aggregation) |
Reinforcement Learning Lecture Series - 4[pdf] |
Thomas John | Research Scholar | ICSR Large Conference Room |
| Nov 18, 2024 |
Basics of Reinforcement Learning : MDP, Bellman_Ford Equation; Q - Learning |
Reinforcement Learning Lecture Series - 5[pdf] |
Vinitha M. Rajan | Research Scholar | ICSR Large Conference Room |
| Nov 25, 2024 |
Deep Q - Learning |
Reinforcement Learning Lecture Series - 6[pdf] |
Vinitha M. Rajan | Research Scholar | ICSR Large Conference Room |