Accepted Papers

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A Framework for Deep Quantification Learning (912) paper video Lei Qi (Iowa State University), Mohammed Khaleel (Iowa State University), Wallapak Tavanapong (Iowa State University), Adisak Sukul (Iowa State University), David Peterson (Iowa State University)
A General Machine Learning Framework for Survival Analysis (523) paper video Andreas Bender (LMU Munich), David Rügamer (LMU Munich), Fabian Scheipl (LMU Munich), Bernd Bischl (LMU Munich)
A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI (972) paper video Antonio Barbalau (University of Bucharest), Adrian Cosma (University Politehnica of Bucharest), Radu Tudor Ionescu (University of Bucharest), Marius Popescu (University of Bucharest)
A Principle of Least Action for the Training of Neural Networks (1293) paper video Skander Karkar (LIP6, Sorbonne Université / Criteo), Ibrahim Ayed (LIP6, Sorbonne Université), Emmanuel de Bézenac (LIP6, Sorbonne Université), Patrick Gallinari (LIP6 - University of Paris 6)
A Relaxation-based Approach for Mining Diverse Closed Patterns (788) paper video Arnold Hien (GREYC, CNRS UMR 6072, Université Caen Normandie), Noureddine Aribi (Université d’Oran Es-Senia, Dép. Informatique, BP-1524, El-M’Naouer, Oran, Algeria), Lebbah Yahia (University of Oran 1), Samir Loudni (GREYC, CNRS UMR 6072, Université Caen Normandie), Abdelkader Ouali (CoDaG team, GREYC laboratory, university of Caen Normandy), Albrecht Zimmermann (Université Caen Normandie)
A Self-Attention Network based Node Embedding Model (231) paper video Dai Quoc Nguyen (Monash University), Tu Dinh Nguyen (Trusting Social), Dinh Phung (Monash University)
A Taxonomy of Interactive Online Machine Learning Strategies (1242) paper video Agnes Tegen (Malmö University), Paul Davidsson (Malmö University), Jan A. Persson (Malmö University)
ADMMiRNN: Training RNN with Stable Convergence via An Efficient ADMM Approach (224) paper video Yu Tang (National University of Defense Technology), Dequan Sun (National University of Defense Technology), Linbo Qiao (National University of Defense Technology), Jingjing Xiao (Army Medical University (Third Military Medical University)), Zhiquan Lai (National University of Defense Technology), Dongsheng Li (National Lab for Parallel and Distributed Processing)
AMQAN: Adaptive Multi-Attention Question-Answer Networks for Answer Selection (95) paper video Haitian Yang (Institute of Information Engineering,Chinese Academy of Sciences), Xuan Zhao (York University), Yan Wang (Institute of Information Engineering,Chinese Academy of Sciences), Bin Lv (Institute of Information Engineering,Chinese Academy of Sciences), Rui Mao (Institute of Information Engineering,Chinese Academy of Sciences), Ning Li (Institute of Information Engineering,Chinese Academy of Sciences), Yuyan Chen (The First Affiliated Hospital of Sun Yat-sen University)
Adaptive Momentum Coefficient for Neural Network Optimization (1005) paper video Zana Rashidi (York University), Kasra Ahmadi K. A. (York University), Aijun An (York University), Xiaogang Wang (York University)

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6VecLM: Language Modeling in Vector Space for IPv6 Target Generation (485) paper video Tianyu Cui (Institute of Information Engineering, Chinese Academy of Sciences), Gang Xiong (Institute of Information Engineering, Chinese Academy of Sciences), Gaopeng Gou (Institute of Information Engineering, Chinese Academy of Sciences), Junzheng Shi (Institute of Information Engineering, Chinese Academy of Sciences), Wei Xia (Institute of Information Engineering, Chinese Academy of Sciences)
A 3D-Advert Creation System for Product Placements (760) paper video Ivan Bacher (ADAPT SFI Research Centre), Hossein Javidnia (ADAPT SFI Research Centre), Soumyabrata Dev (ADAPT SFI Research Centre), Rahul Agrahari (ADAPT SFI Research Centre), Murhaf Hossari (ADAPT SFI Research Centre,), Matthew Nicholson (ADAPT SFI Research Centre,), Clare Conran (ADAPT SFI Research Centre), Jian Tang (Huawei Ireland Research Center), Peng Song (Huawei Ireland Research Center,), David Corrigan (Huawei Ireland Research Center), Francois Pitie (ADAPT SFI Research Centre)
A Deep Dive into Multilingual Hate Speech Classification (843) paper video Sai Saketh Aluru (IIT Kharagpur, India), Binny Mathew (IIT Kharagpur), Punyajoy Saha (Indian Institute of engineering science and technology,Shibpur,Howrah, West Bengal), Animesh Mukherjee (Indian Institute of Technology, Kharagpur)
A Deep Reinforcement Learning Framework for Optimal Trade Execution (200) paper video Siyu Lin (University of Virginia), Peter Beling (University of Virginia)
A Multi-Criteria System for Recommending Taxi Routes with an Advance Reservation (718) paper video Jie-Yu Fang (National Cheng Kung University), Fandel Lin (National Cheng Kung University), Hsun-Ping Hsieh (National Cheng Kung University)
A Route-Affecting Region Based Approach for Feature Extraction in Transportation Route Planning (232) paper video Fandel Lin (National Cheng Kung University), Hsun-Ping Hsieh (National Cheng Kung University), Jie-Yu Fang (National Cheng Kung University)
A context-based approach to detect abnormal human behaviors in ambient intelligent systems (1139) paper video Roghayeh Mojarad (Univ Paris Est Creteil, LISSI, F-94400 Vitry, France), Ferhat Attal (Univ Paris Est Creteil, LISSI, F-94400 Vitry, France), Abdelghani Chibani (Univ Paris Est Creteil, LISSI, F-94400 Vitry, France), Yacine Amirat (Univ Paris Est Creteil, LISSI, F-94400 Vitry, France)
An uncertainty-based human-in-the-loop system for industrial tool wear analysis (1104) paper video Alexander Treiss (Karlsruhe Institute of Technology), Jannis Walk (Karlsruhe Institute of Technology), Niklas Kühl (Karlsruhe Institute of Technology)
Automated Integration of Genomic Metadata with Sequence-to-Sequence Models (929) paper video Giuseppe Cannizzaro (Politecnico di Milano), Michele Leone (Politecnico di Milano), Anna Bernasconi (Politecnico di Milano), Arif Canakoglu (Politecnico di Milano), Mark James Carman (Politecnico di Milano)
Automatic Pass Annotation from Soccer Video Streams based on Object Detection and LSTM (1083) paper video Luca Pappalardo (ISTI-CNR), Danilo Sorano (University of Pisa), Paolo Cintia (University of Pisa), Fabio Carrara (ISTI-CNR), Fabrizio Falchi (ISTI-CNR)

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AutoRec: A Comprehensive Platform for Building Effective and Explainable Recommender Models (1333) paper video Qing Cui (Ant Financial Services Group), Qitao Shi (Ant Financial Services Group), Hao Qian (Ant Financial Services Group), Caizhi Tang (Ant Financial Services Group), Xixi Li (Ant Financial Services Group), Yiming Zhao (Ant Financial Services Group), Tao Jiang (Ant Financial Services Group), Longfei Li (Ant Financial Services Group), Jun Zhou (Ant Financial Services Group)
Automated Quality Assurance for Hand-held Tools via Embedded Classification and AutoML (1329) paper video Christoffer Löffler (Fraunhofer IIS), Christian Nickel (Fraunhofer IIS), Christopher Sobel (Fraunhofer IIS), Daniel Dzibela (Fraunhofer IIS), Jonathan Braat (Fraunhofer IIS), Benjamin Gruhler (Fraunhofer IIS), Philipp Woller (Fraunhofer IIS), Nicolas Witt (Fraunhofer IIS), Christopher Mutschler (Fraunhofer)
DRLPS: Deep Reinforcement Learning for Portfolio Selection (1314) paper video David Saltiel (ULCO LISIC - AI Square Connect), Eric Benhamou (A.I. Square Connect), Jean Jacques Ohana (Homa Capital), Rida Laraki (Lamsade), Jamal Atif (Lamsade)
FireAnt: Claim-based Medical Misinformation Detection and Monitoring (1341) paper video Branislav Pecher (Slovak University of Technology in Bratislava), Ivan Srba (Slovak University of Technology in Bratislava), Robert Moro (Slovak University of Technology in Bratislava), Matus Tomlein (Slovak University of Technology in Bratislava), Maria Bielikova (Slovak University of Technology in Bratislava)
GAMA: a General Automated Machine learning Assistant (1344) paper video Pieter Gijsbers (Eindhoven University of Technology), Joaquin Vanschoren (Eindhoven University of Technology)
Instructional Video Summarization using Attentive Knowledge Grounding (1345) paper video Kyungho Kim (Yonsei University), Kyungjae Lee (Yonsei University), Seung-won Hwang (Yonsei University)
Massively Distributed Clustering via Dirichlet Process Mixture (1332) paper video Khadidja Meguelati (INRIA), Bénédicte Fontez (SupAgro), Nadine Hilgert (INRAE), Florent Masseglia (INRIA), Isabelle Sanchez (INRAE)
PrePeP: A light-weight, extensible tool for predicting frequent hitters (1349) paper video Christophe Couronne (Université de Caen Normandie), Maksim Koptelov (Université de Caen Normandie), Albrecht Zimmermann (Université Caen Normandie)
VisualSynth: Democratizing Data Science in Spreadsheets (1337) paper video Clément Gautrais (KU Leuven), Yann Dauxais (KU Leuven), Samuel Kolb (KU Leuven), Arcchit Jain (KU Leuven), Mohit Kumar (KU Leuven), Stefano Teso (University of Trento), Elia Van Wolputte (KU Leuven), Gust Verbruggen (KU Leuven), Luc De Raedt (KU Leuven)
multi-imbalance: open source Python toolbox for multi-class imbalanced classification (1335) paper video Jacek Grycza (Institute of Computing Science, Poznan University of Technology), Damian Horna (Institute of Computing Science, Poznan University of Technology), Hanna Klimczak (Institute of Computing Science, Poznan University of Technology), Mateusz Lango (Institute of Computing Science, Poznan University of Technology), Kamil Pluciński (Institute of Computing Science, Poznan University of Technology), Jerzy Stefanowski (Poznan University of Technology, Poland)

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A Decision-Theoretic Approach for Model Interpretability in Bayesian Framework (J24) paper video Homayun Afrabandpey (Aalto University Helsinki Institute for Information Technology), Tomi Peltola (Aalto University Helsinki Institute for Information Technology), Juho Piironen (The Curious AI), Aki Vehtari (Aalto University Helsinki Institute for Information Technology), Samuel Kaski (Aalto University Helsinki Institute for Information Technology)
Active Learning for Hierarchical Multi-Label Classification (J6) paper video Felipe Kenji Nakano, Ricardo Cerri, Vens Celin)
Active deep Q-learning with demonstration (J11) paper video Si-An Chen,Hsuan-Tien Lin, Voot Tangkaratt, Masashi Sugiyam)
Ada-Boundary: Accelerating DNN Training via Adaptive Boundary Batch Selection (J23) paper video Hwanjun Song (KAIST), Sundong Kim (Institute for Basic Science), Minseok Kim (Korea Advanced Institute of Science and Technology), Jae-Gil Lee (Korea Advanced Institute of Science and Technology)
An efficient K-means clustering algorithm for tall data (J7) paper video Marco Capó, Aritz Pérez, Jose A. Lozan)
Combining Bayesian Optimization and Lipschitz Optimization (J17) paper video Mohamed Osama Ahmed, Sharan Vaswani, Mark Schmid)
CrawlSN: Community-aware Data Acquisition with Maximum Willingness in Online Social Networks (J16) paper video Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya She)
Deep soccer analytics: Learning an action-value function for evaluating soccer players (J14) paper video Guiliang Liu, Yudong Luo, Oliver Schulte, Tarak Kharra)
Delayed labelling evaluation for data streams (J10) paper video Maciej Grzenda, Heitor Murilo Gomes, Albert Bife)
Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling (J8) paper video Xin Du, Yulong Pei, Wouter Duivesteijn, Mykola Pechenizki)

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6VecLM: Language Modeling in Vector Space for IPv6 Target Generation (485) paper video Tianyu Cui (Institute of Information Engineering, Chinese Academy of Sciences), Gang Xiong (Institute of Information Engineering, Chinese Academy of Sciences), Gaopeng Gou (Institute of Information Engineering, Chinese Academy of Sciences), Junzheng Shi (Institute of Information Engineering, Chinese Academy of Sciences), Wei Xia (Institute of Information Engineering, Chinese Academy of Sciences)
A 3D-Advert Creation System for Product Placements (760) paper video Ivan Bacher (ADAPT SFI Research Centre), Hossein Javidnia (ADAPT SFI Research Centre), Soumyabrata Dev (ADAPT SFI Research Centre), Rahul Agrahari (ADAPT SFI Research Centre), Murhaf Hossari (ADAPT SFI Research Centre,), Matthew Nicholson (ADAPT SFI Research Centre,), Clare Conran (ADAPT SFI Research Centre), Jian Tang (Huawei Ireland Research Center), Peng Song (Huawei Ireland Research Center,), David Corrigan (Huawei Ireland Research Center), Francois Pitie (ADAPT SFI Research Centre)
A Decision-Theoretic Approach for Model Interpretability in Bayesian Framework (J24) paper video Homayun Afrabandpey (Aalto University Helsinki Institute for Information Technology), Tomi Peltola (Aalto University Helsinki Institute for Information Technology), Juho Piironen (The Curious AI), Aki Vehtari (Aalto University Helsinki Institute for Information Technology), Samuel Kaski (Aalto University Helsinki Institute for Information Technology)
A Deep Dive into Multilingual Hate Speech Classification (843) paper video Sai Saketh Aluru (IIT Kharagpur, India), Binny Mathew (IIT Kharagpur), Punyajoy Saha (Indian Institute of engineering science and technology,Shibpur,Howrah, West Bengal), Animesh Mukherjee (Indian Institute of Technology, Kharagpur)
A Deep Reinforcement Learning Framework for Optimal Trade Execution (200) paper video Siyu Lin (University of Virginia), Peter Beling (University of Virginia)
A Framework for Deep Quantification Learning (912) paper video Lei Qi (Iowa State University), Mohammed Khaleel (Iowa State University), Wallapak Tavanapong (Iowa State University), Adisak Sukul (Iowa State University), David Peterson (Iowa State University)
A General Machine Learning Framework for Survival Analysis (523) paper video Andreas Bender (LMU Munich), David Rügamer (LMU Munich), Fabian Scheipl (LMU Munich), Bernd Bischl (LMU Munich)
A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI (972) paper video Antonio Barbalau (University of Bucharest), Adrian Cosma (University Politehnica of Bucharest), Radu Tudor Ionescu (University of Bucharest), Marius Popescu (University of Bucharest)
A Multi-Criteria System for Recommending Taxi Routes with an Advance Reservation (718) paper video Jie-Yu Fang (National Cheng Kung University), Fandel Lin (National Cheng Kung University), Hsun-Ping Hsieh (National Cheng Kung University)
A Principle of Least Action for the Training of Neural Networks (1293) paper video Skander Karkar (LIP6, Sorbonne Université / Criteo), Ibrahim Ayed (LIP6, Sorbonne Université), Emmanuel de Bézenac (LIP6, Sorbonne Université), Patrick Gallinari (LIP6 - University of Paris 6)

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