Past talks:
Welcome to the Machine Learning group at IIT Palakkad. We discuss concepts, techniques and recent advancements in Machine Learning and Artificial Intelligence.
2021
| Date | Title | Speaker | Speaker Info | Venue |
|---|---|---|---|---|
| June 02, 2020 | Akane Iseki et. al, Estimating the Causal Effect from Partially Observed Time Series [pdf] |
Abilasha S | Research Scholar | Online Presentation 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 [pdf] |
Abilasha S | Research Scholar | Online Presentation via Google Meet 3.30 PM |
| May 18, 2020 | Zhang et. al, The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records [pdf] |
Rimmon Bhosale | Research Scholar | Online Presentation via Google Meet 2.00 PM |
| May 11, 2020 | Pope et. al, Explainability Methods for Graph Convolutional Neural Networks [pdf] |
Shikha Mallick | Research Scholar | Online Presentation via Google Meet 2.00 PM |
| April 29, 2020 | IISc-TIFR Covid-19 City-Scale Simulation Team, COVID-19 Epidemic: Unlocking the Lockdown in India (Working Paper) [pdf] |
Gaurav Jain | Research Scholar | Online Presentation via Google Meet 2.00 PM |
| April 20, 2020 | Jean-Yves Franceschi et. al, Unsupervised Scalable Representation Learning for Multivariate Time Series [pdf] |
Abilasha S | Research Scholar | Online Presentation via Google Meet 4.00 PM |
| March 16, 2020 | Qianli Ma et. al, Learning Representations for Time Series Clustering [pdf] |
Abilasha S | Research Scholar | Conference Room (Ahalia Campus) 2.00 PM |
| March 09, 2020 | Leskovec et. al, Hierarchical Graph Representation Learning with Differentiable Pooling [pdf] |
Shikha Mallick | Research Scholar | Conference Room (Ahalia Campus) 2.00 PM |
| March 02, 2020 | Kocaoglu et. al, CausalGAN: Learning Causal Implicit Generative Models With Adversarial Training [pdf] |
Rimmon Bhosale | Research Scholar | Conference Room(Ahalia Campus) 2.00 PM |
| February 17, 2020 | Abadi et. al, Deep Learning with Differentiable Privacy [pdf] |
Rekha Raj C T | Research Scholar | Room 112 (Ahalia Campus) 2.00 PM |
| February 10, 2020 | Goodfellow et. al, Deep Learning [pdf] |
Gaurav Jain | Research Scholar | Conference Room(Ahalia Campus) 2.00 PM |
| February 03, 2020 | Zhang et. al, Modeling Extreme Events in Time Series Data [pdf] |
Abilasha S | Research Scholar | Conference Room(Ahalia Campus) 2.00 PM |
| January 27, 2020 | Zitnik and Leskovec, Predicting multicellular function through multi-layer tissue networks [pdf] |
Shikha Mallick | Research Scholar | Conference Room(Ahalia Campus) 2.00 PM |
| January 20, 2020 | A Survey on Responsible AI [pdf] |
Rimmon Bhosale | Research Scholar | Room 112(Ahalia Campus) 1.30 PM |
| January 13, 2020 | Zhao et. al.,Differential Privacy Preservation in Deep Learning: Challenges, Opportunities and Solutions [pdf] |
Rekha Raj C T | Research Scholar | Conference Room (Ahalia Campus) 2.00 PM |
| December 3, 2019 | Salisman et. al.,Improved techniques for training GANs [pdf] |
Rekha Raj C T | Research Scholar | Room No: 112 (Ahalia Campus) 4.00 PM |
| October 5, 2019 | Dan Li1, Dacheng Chen,et. al.,MAD-GAN: Multivariate Anomaly Detection for Time Series Datawith Generative Adversarial Networks, arXiv 2019 [pdf] |
Abilasha S | Research Scholar | Room No: 18 (Ahalia Campus) 4.00 PM |
| September 17, 2019 | Chuxu Zhang,Dongjin Song,et. al.,A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data, AAAI 2019 [pdf] |
Jishy Samuel | Research Scholar | Room No: 18 (Ahalia Campus) 4.00 PM |
| September 03, 2019 | William L. Hamilton, Rex Ying, Jure Leskovec, Inductive Representation Learning on Large Graphs, NIPS 2017 [pdf] |
Shikha Mallick | Research Scholar | Room No: 18 (Ahalia Campus) 4.00 PM |
| August 27, 2019 | Yunus Saatchi,Andrew Gordon Wilson,Bayesian GAN,NIPS 2017 [pdf] |
Rimmon Bhosale | Research Scholar | Room No: 18 (Ahalia Campus) 4.00 PM |
| August 13, 2019 | Chuanqi Tan et al.,A Survey on Deep Transfer Learning, [pdf] |
Abilasha S | Research Scholar | Room No: 18 (Ahalia Campus) 2.00 PM |
| August 05, 2019 | Tolsikhin, Ilya O., et al., Adagan: Boosting generative models, NIPS 2017. [pdf] |
Rekha Raj C T | Research Scholar | Room No: 18 (Ahalia Campus) 2.00 PM |
| July 01, 2019 | Bunne et al., Learning Generative Models across Incomparable Spaces [pdf], Hwang et al., HexaGAN: Generative Adversarial Nets for Real World Classification [pdf] |
Abilasha S, Rekha Raj C T | Research Scholars | Room No: 18 (Ahalia Campus) 11.00 AM |
| June 24, 2019 | Houlsby et al.,Bayesian active learning for classification and preference learning, 2011.[pdf], Deep Factors for Forecasting [pdf], |
Abilasha S, Rekha Raj C T | Research Scholars | Room No: 33 (Ahalia Campus) 11.30 AM |
| June 10, 2019 | Houlsby et al.,Bayesian active learning for classification and preference learning, 2011.[pdf], Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations ,JMLR [pdf], Birant and Kut, ST-DBSCAN: An algorithm for clustering spatial–temporal data, Data & Knowledge Engineering. 2007 [site] |
Abilasha S, Aparna R, Rekha Raj C T | Research Scholars | Room No: 33 (Ahalia Campus) 10.30 AM |
| June 03, 2019 | Tran et al.,Bayesian Generative Active Deep Learning, ICML 2019.[pdf],A Kernel Perspective for Regularizing Deep Neural Networks, ICML 2019, [pdf],Chen et al., Clustering Dynamic Spatio-Temporal Patterns in the Presence of Noise and Missing Data,IJCAI 2015 [pdf] |
Abilasha S, Aparna R, Rekha Raj C T | Research Scholars | Room No: 33 (Ahalia Campus) 11.00 AM |
| May 28th, 2019 | Zaheer et al. Li et al., MMD GAN: Towards Deeper Understanding of Moment Matching Network, NIPS 2017[pdf] Solar Radio Burst Data Processing of CALLISTO and Frequency Drift Rate Determination of Solar Radio Burst Detected by CALLISTO Network in Indonesia [pdf] |
Rekha Raj C T, Abilasha S, Aparna R | Research Scholars | Room No: 33 (Ahalia Campus) 2.00 PM |
| May 10th, 2019 | Zaheer et al. GAN Connoisseur: Can GANs Learn Simple 1D Parametric Distributions? [pdf] Machine Learning and Data Analysis in Astroinformatics [pdf] Hetero-ConvLSTM: A Deep Learning Approach to Traffic Accident prediction on Heterogeneous Spatio-Tem [pdf] |
Rekha Raj C T, Abilasha S, Aparna R | Research Scholars | Room No: 33 (Ahalia Campus) 11.00 AM |
| May 6th, 2019 | None | Rekha Raj C T, Abilasha S, Aparna R | Research Scholars | Room No: 33 (Ahalia Campus) |