Machine Learning
Journal Club
Welcome to the Machine Learning group at IIT Palakkad. We discuss concepts, techniques and recent advancements in Machine Learning. To get added to the mailing list, please send an email to mlgiitpkd@googlegroups.com.
Past talks:
| 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) |