Welcome to the Machine Learning group at IIT Palakkad. We discuss concepts, techniques and recent advancements in Machine Learning and Artificial Intelligence.
2019 – 2020
24 talks
| Date | Title | Speaker | Role | Location |
|---|---|---|---|---|
| Jun 02, 2020 | Akane Iseki et al., Estimating the Causal Effect from Partially Observed Time Series ↗ | Abilasha S | Research Scholar | Online via Google Meet, 2:00 PM |
| May 25, 2020 | Ya Su et al., Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network ↗ | Abilasha S | Research Scholar | Online via Google Meet, 3:30 PM |
| May 18, 2020 | Zhang et al., The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records ↗ | Rimmon Bhosale | Research Scholar | Online via Google Meet, 2:00 PM |
| May 11, 2020 | Pope et al., Explainability Methods for Graph Convolutional Neural Networks ↗ | Shikha Mallick | Research Scholar | Online via Google Meet, 2:00 PM |
| Apr 29, 2020 | IISc-TIFR Covid-19 Team, COVID-19 Epidemic: Unlocking the Lockdown in India ↗ | Gaurav Jain | Research Scholar | Online via Google Meet, 2:00 PM |
| Apr 20, 2020 | Jean-Yves Franceschi et al., Unsupervised Scalable Representation Learning for Multivariate Time Series ↗ | Abilasha S | Research Scholar | Online via Google Meet, 4:00 PM |
| Mar 16, 2020 | Qianli Ma et al., Learning Representations for Time Series Clustering ↗ | Abilasha S | Research Scholar | Conference Room (Ahalia Campus), 2:00 PM |
| Mar 09, 2020 | Leskovec et al., Hierarchical Graph Representation Learning with Differentiable Pooling ↗ | Shikha Mallick | Research Scholar | Conference Room (Ahalia Campus), 2:00 PM |
| Mar 02, 2020 | Kocaoglu et al., CausalGAN: Learning Causal Implicit Generative Models With Adversarial Training ↗ | Rimmon Bhosale | Research Scholar | Conference Room (Ahalia Campus), 2:00 PM |
| Feb 17, 2020 | Abadi et al., Deep Learning with Differentiable Privacy ↗ | Rekha Raj C T | Research Scholar | Room 112 (Ahalia Campus), 2:00 PM |
| Feb 10, 2020 | Goodfellow et al., Deep Learning ↗ | Gaurav Jain | Research Scholar | Conference Room (Ahalia Campus), 2:00 PM |
| Feb 03, 2020 | Zhang et al., Modeling Extreme Events in Time Series Data ↗ | Abilasha S | Research Scholar | Conference Room (Ahalia Campus), 2:00 PM |
| Jan 27, 2020 | Zitnik and Leskovec, Predicting Multicellular Function through Multi-layer Tissue Networks ↗ | Shikha Mallick | Research Scholar | Conference Room (Ahalia Campus), 2:00 PM |
| Jan 20, 2020 | A Survey on Responsible AI ↗ | Rimmon Bhosale | Research Scholar | Room 112 (Ahalia Campus), 1:30 PM |
| Jan 13, 2020 | Zhao et al., Differential Privacy Preservation in Deep Learning: Challenges, Opportunities and Solutions ↗ | Rekha Raj C T | Research Scholar | Conference Room (Ahalia Campus), 2:00 PM |
| Dec 03, 2019 | Salimans et al., Improved Techniques for Training GANs ↗ | Rekha Raj C T | Research Scholar | Room 112 (Ahalia Campus), 4:00 PM |
| Oct 05, 2019 | Dan Li et al., MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks ↗ | Abilasha S | Research Scholar | Room 18 (Ahalia Campus), 4:00 PM |
| Sep 17, 2019 | Chuxu Zhang et al., A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data ↗ | Jishy Samuel | Research Scholar | Room 18 (Ahalia Campus), 4:00 PM |
| Sep 03, 2019 | Hamilton, Ying, Leskovec, Inductive Representation Learning on Large Graphs ↗ | Shikha Mallick | Research Scholar | Room 18 (Ahalia Campus), 4:00 PM |
| Aug 27, 2019 | Yunus Saatchi, Andrew Gordon Wilson, Bayesian GAN ↗ | Rimmon Bhosale | Research Scholar | Room 18 (Ahalia Campus), 4:00 PM |
| Aug 13, 2019 | Chuanqi Tan et al., A Survey on Deep Transfer Learning ↗ | Abilasha S | Research Scholar | Room 18 (Ahalia Campus), 2:00 PM |
| Aug 05, 2019 | Tolsikhin et al., AdaGAN: Boosting Generative Models ↗ | Rekha Raj C T | Research Scholar | Room 18 (Ahalia Campus), 2:00 PM |
| Jul 01, 2019 | Bunne et al., Learning Generative Models across Incomparable Spaces ↗; Hwang et al., HexaGAN: Generative Adversarial Nets for Real World Classification ↗ | Abilasha S, Rekha Raj C T | Research Scholars | Room 18 (Ahalia Campus), 11:00 AM |
| Jun 24, 2019 | Houlsby et al., Bayesian Active Learning for Classification and Preference Learning ↗; Deep Factors for Forecasting ↗ | Abilasha S, Rekha Raj C T | Research Scholars | Room 33 (Ahalia Campus), 11:30 AM |
| Jun 10, 2019 | Houlsby et al., Bayesian Active Learning ↗; Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations ↗; Birant and Kut, ST-DBSCAN ↗ | Abilasha S, Aparna R, Rekha Raj C T | Research Scholars | Room 33 (Ahalia Campus), 10:30 AM |
| Jun 03, 2019 | Tran et al., Bayesian Generative Active Deep Learning ↗; A Kernel Perspective for Regularizing Deep Neural Networks ↗; Chen et al., Clustering Dynamic Spatio-Temporal Patterns ↗ | Abilasha S, Aparna R, Rekha Raj C T | Research Scholars | Room 33 (Ahalia Campus), 11:00 AM |
| May 28, 2019 | Li et al., MMD GAN: Towards Deeper Understanding of Moment Matching Network ↗; Solar Radio Burst Data Processing of CALLISTO ↗ | Rekha Raj C T, Abilasha S, Aparna R | Research Scholars | Room 33 (Ahalia Campus), 2:00 PM |
| May 10, 2019 | GAN Connoisseur: Can GANs Learn Simple 1D Parametric Distributions? ↗; Machine Learning and Data Analysis in Astroinformatics ↗; Hetero-ConvLSTM: Traffic Accident Prediction ↗ | Rekha Raj C T, Abilasha S, Aparna R | Research Scholars | Room 33 (Ahalia Campus), 11:00 AM |