Title |
Authors |
Machine Learning Applications in Animal Sciences |
Ambreen Hamadani* (PhD Scholar, Animal Genetics and Breeding, SKUAST-K), Nazir A Ganai (Professor, Animal Genetics and Breeding, SKUAST-K) |
Emulating Aerosol Microphysics with Machine Learning |
Paula Harder* (University of Kaiserslautern) Duncan Watson-Parris (University of Oxford), Domink Strassel (Fraunhofer ITWM), Nicolas Gauger (University of Kaiserslautern), Philip Stier (University of Oxford), Janis Keuper (Offenburg University) |
Network Experiment Design for estimating Direct Treatment Effects |
Zahra Fatemi*(University of Illinois at Chicago), Elena Zheleva (Universty of llinois at Chicago) |
Adversarial Robust Model Compression using In-Train Pruning |
Manoj Rohit Vemparala (BMW Group), Nael Fasfous (Technical University of Munich), Alexander Frickenstein (BMW Group), Sreetama Sarkar* (BMW Group), Qi Zhao (Karlsruhe Institute of Technology), Sabine Kuhn (BMW Group), Lukas Frickenstein (BMW Group), Anmol Singh (BMW Group), Christian Unger (BMW), Naveen Shankar Nagaraja (BMW Group), Christian Wressnegger (Karlsruhe Institute of Technology), WALTER STECHELE (Technical University of Munich) |
Iterative symbolic regression for learning transport equations |
Mehrad Ansari*, Heta A. Gandhi*, David Foster, Andrew D. White; Department of Chemical Engineering, University of Rochester, Rochester, NY 14627 |
Cost Aware Asynchronous Multi-Agent Active Search |
Arundhati Banerjee*(School of Computer Science,Carnegie Mellon University), Ramina Ghods (School of Computer Science, Carnegie Mellon University), Jeff Schneider (School of Computer Science, Carnegie Mellon University) |
Exploration and preference satisfaction trade-off in reward-free learning |
Noor Sajid (WCHN, UCL), Panagiotis Tigas (OATML, Oxford University), Alexey Zakharov (Huawei, Imperial College), Zafeirios Fountas (Huawei, WCHN, UCL), Karl Friston (WCHN, UCL) |
HYBRIDNET: A NETWORK THAT LEVERAGES ON CLASSICAL AND NON-CLASSICAL COMPUTER VISION TECHNIQUES FOR FEW SHOT LEARNING ON INFRARED IMAGERY |
Maliha Arif * (PhD Candidate, Center for Research in Computer Vision – UCF) , Abhijit Mahalanobis ( Associate Professor, Center for Research in Computer Vision – UCF) |
Reinforcement Learning from Formal Specifications |
Kishor Jothimurugan (University of Pennsylvania), Suguman Bansal* (University of Pennsylvania), Obsert Bastani (University of Pennsylvania), Rajeev Alur (University of Pennsylvania) |
Clustering With Financial Fundamentals |
Jennifer Glenski* (Georgia Institute of Technology), Sara Srivastav (Georgia Institute of Technology), Rachel Riitano (Georgia Institute of Technology), Blake Heimann (Georgia Institute of Technology), Jenil Patel (Georgia Institute of Technology) |
Application of Knowledge Graph in Industry |
Samira Korani |
Contrastive Domain Adaptation |
Mamatha Thota(University of Lincoln), Georgios Leontidis(University of Aberdeen) |
Risk Analytics for Renewal of Purchase Orders |
Shubhi Asthana (IBM Research), Pawan Chowdhary(IBM Research), Taiga Nakamura(IBM Research), Roberta Fadden (IBM) |
On the (Un-)Avoidability of Adversarial Examples |
Sadia Chowdhury* (York University), Ruth Urner (Assistant Professor, EECS Department, York University) |
Extraction of Adverse Drug Reactions from Tweets using Aspect Based Sentiment Analysis |
Sukannya Purkayastha (TCS Innovation Labs, Kolkata) |
Interpretation and transparency in acoustic emotion recognition |
Sneha Das* (Technical University of Denmark), Nicole Nadine Lønfeldt (Child and Adolescent Mental Health Center, Copenhagen University Hospital, Capital Region), Anne Katrine Pagsberg (Child and Adolescent Mental Health Center, Copenhagen University Hospital, Capital Region & Faculty of Health, Department of Clinical Medicine, Copenhagen University), Line H. Clemmensen (Technical University of Denmark) |
Seasonal forecasts of New Zealand’s local climate conditions with limited GCM inputs using Convolutional Neural Networks |
Fareeda Begum*(University of Canterbury), Varvara Vetrova (University of Canterbury), Nicolas Fauchereau (NIWA), Eibe Frank (University of Waikato), Tiger Xu(University of Waikato) |
Assessing the Carbon Intensity of Models Across Different Languages |
Gauri Gupta [1] (Manipal Institute of Technology), Krithika Ramesh* [1](Manipal Institute of Technology), Mirza Yusuf [1] (Manipal Institute of Technology), Praatibh Surana [1](Manipal Institute of Technology) (Equal contribution for all) |
A Low-rank Support Tensor Network |
Kirandeep Kour, Dr. Sergey Dolgov (University of Bath, UK), Prof. Dr. Martin Stoll (TU Chemnitz, Germany), Prof. Dr. Peter Benner (Max Planck Institute and TU Chemnitz, Germany) |
CricNet : Segment and Classify Cricket Events |
Sai Siddhartha Maram, Shambhavi Mishra*(Guru Gobind Singh Indraprastha University) |
Episodically optimized dynamical networks for robust motor control |
Sruti Mallik(*) (Electrical & Systems Engineering, Washington University in St Louis), ShiNung Ching (Electrical & Systems Engineering, Biomedical Engineering, Washington University in St. Louis) |
Open Set Detection via Similarity Learning |
Sepideh Esmaeilpour* (University of Illinois at Chicago), Lei Shu (Amazon AWS AI), Bing Liu(University of Illinois at Chicago) |
A modified limited memory Nesterov’s accelerated quasi-Newton |
*S. Indrapriyadarsini (Shizuoka University), Shahrzad Mahboubi (Shonan Institute of Technology), Hiroshi Ninomiya (Shonan Institute of Technology), Takeshi Kamio (Hiroshima University), Hideki Asai (Shizuoka University) |
Time-series Forecasting of Ionospheric Space Weather using Ensemble Machine Learning |
Randa Natras* (Technical University of Munich, Germany), Michael Schmidt (Technical University of Munich, Germany) |
SocialBERT : An Effective Few Shot Learning Framework Applied to a Social TV Setting |
Debarati Das* (Department of Computer Science, University of Minnesota Twin Cities), Roopana Chenchu (Department of Computer Science, University of Minnesota Twin Cities), Maral Abdollahi (Hubbard School of Journalism, University of Minnesota, Twin Cities), Jisu Huh (Hubbard School of Journalism, University of Minnesota, Twin Cities) and Jaideep Srivastava (Department of Computer Science, University of Minnesota Twin Cities) |
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification |
Cristina Garbacea (University of Michigan Ann Arbor), Mengtian Guo (University of North Carolina at Chapel Hill), Samuel Carton (University of Colorado Boulder), Qiaozhu Mei (University of Michigan Ann Arbor) |
Alignment of Language Agents in Videogames |
Gema Parreno ( Mempathy ) |
Using Weak Supervision to Identify Drug Mentions from Class Imbalanced Twitter Data |
Ramya Tekumalla* (Georgia State University), Juan M Banda (Georgia State University)) |