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 JOURNAL/CONFERENCE Speaker Speaker Info Venue
Oct 04, 2021 Graph Contrastive Learning with Augmentations[pdf]
NIPS 2020 Dr. Sahely Asst. Professor Online Presentation via Google Meet
Sep 20, 2021 You Only Look Once: Unified Real-Time Object Detection (YOLO)[pdf]
IEEE CVPR 2016 Vaishak Mtech DS Online Presentation via Google Meet
Sep 13, 2021 Benchmarking Deep Learning Interpretability in Time Series Predictions [pdf]
NIPS 2020 Abilasha Research Scholar Online Presentation via Google Meet
Sep 06, 2021 Trusted Multiview Classification [pdf]
ICLR 2021 Pallavi Mtech DS Online Presentation via Google Meet
Aug 30, 2021 Tempered Sigmoid Activations for Deep Learning with Differential Privacy [pdf]
AAAI 2021 Yumna Research Scholar Online Presentation via Google Meet
Aug 23, 2021 Unsupervised Pre-training of a Deep LSTM-based Stacked Autoencoder for Multivariate Time Series Forecasting Problems [pdf]
Nature 2019 Sneha Mtech DS Online Presentation via Google Meet
Aug 05, 2021 Modeling concept dependencies in a scientific corpus [pdf]
ACL 2016 Shabana Research Scholar Online Presentation via Google Meet
July 22, 2021 Improving Unsupervised Image Clustering With Robust Learning(RUC) [pdf]
CVPR 2021 Gaurav Research Scholar Online Presentation via Google Meet
July 15, 2021 Combining machine learning and process engineering physics towards enhanced accuracy and explainability of data-driven models [pdf]
Computers & Chemical Engineering 2020 Dr. Mrinal Asst. Professor Online Presentation via Google Meet
July 8, 2021 Quantum expectation-maximization for Gaussian mixture models [pdf]
ICML 2020 Dr. Sahely Asst. Professor Online Presentation via Google Meet
Jun 17, 2021 Differential Privacy Has Disparate Impact on Model Accuracy [pdf]
NIPS 2019 Yumna Research Scholar Online Presentation via Google Meet
Apr 19, 2021 Timeseries Anomaly Detection usingTemporal Hierarchical One-Class Network [pdf]
NIPS 2020 Abilasha Research Scholar Online Presentation via Google Meet
Apr 12, 2021 Reinforcement Learning for the Adaptive Scheduling of Educational Activities [pdf]
CHI 2020 Shabana Research Scholar Online Presentation via Google Meet
Apr 5, 2021 Self-Supervised Graph Transformer on Large-Scale Molecular Data [pdf]
NIPS 2020 Shikha Research Scholar Online Presentation via Google Meet
Mar 22, 2021 VELDA: Relating an Image Tweet’s Text and Images [pdf]
AAAI 2015 Gaurav Research Scholar Online Presentation via Google Meet
Mar 15, 2021 Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression [pdf]
CVPR 2019 Rimmon Research Scholar Online Presentation via Google Meet
Mar 1, 2021 Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models [pdf]
NIPS 2019 Abilasha S Research Scholar Online Presentation via Google Meet
Feb 22, 2021 Differentially Private Bagging: Improved utility and cheaper privacy than subsample-and-aggregate [pdf]
NIPS 2019 Yumna Research Scholar Online Presentation via Google Meet
Feb 12, 2021 Sequencing educational content in classrooms using Bayesian knowledge tracing [pdf]
LAK 2016 Shabana Research Scholar Online Presentation via Google Meet
Feb 5, 2021 Small Data, Big Decisions: Model Selection in the Small-Data Regime [pdf]
ICML 2020 Rimmon Bhosale Research Scholar Online Presentation via Google Meet
Jan 29, 2021 Hierarchical Generation of Molecular Graphs using Structural Motifs [pdf]
ICML 2020 Shikha Mallick Research Scholar Online Presentation via Google Meet
Jan 20, 2021 A Survey on Semi-, Self- and Unsupervised Learning for Image Classification [pdf]
Survey paper 2020 Gaurav Jain Research Scholar Online Presentation via Google Meet
Jan 13, 2021 NeuralWaRP: Time series similarity with Warp networks [pdf]
SIGKDD 2019 Abilasha S Research Scholar Online Presentation via Google Meet