Swadheen Shukla, Lars Liden, Shahin Shayandeh and

Eslam Kamal, Jinchao Li, Matt Mazzola, Thomas Park, Baolin Peng, Jianfeng Gao

Keywords Abstract Paper

Task-Oriented Systems, dialog managers, Dialog Managers, task-oriented system

Darius Afchar, Romain Hennequin

Keywords Abstract Paper

Implicit Recommender System, Interpretable machine learning

Jürgen Cito, Jiasi Shen, Martin Rinard

Keywords Abstract Paper

Dries Van Daele, Nicholas Decleyre, Herman Dubois, Wannes Meert

Keywords Abstract Paper

Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius

Keywords Abstract Paper

object-centric representations, visual reinforcement learning, autonomous learning, self-supervision

Baifan Zhou, Yulia Svetashova, Tim Pychynski and

Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov

Keywords Abstract Paper

semantic technology, discrete manufacturing, machine learning, quality monitoring

Chandra Mohan Meena, Sarwesh Suman, Vijay Agneeswaran

Keywords Abstract Paper

Evgeny Stemasov, Tobias Wagner, Jan Gugenheimer, Enrico Rukzio

Keywords Abstract Paper

personal fabrication, model repositories, mixed reality, in-situ modelling, in-situ previews, 3d printing

Ossama Ahmed, Frederik Träuble, Anirudh Goyal and

Alexander Neitz, Manuel Wuthrich, Yoshua Bengio, Bernhard Schoelkopf, Stefan Bauer

Keywords Abstract Paper

reinforcement learning, transfer learning, robotics, domain adaptation, generalization, causality, sim2real transfer

Elvira Albert, Shelly Grossman, Noam Rinetzky and

Clara Rodríguez-Núñez, Albert Rubio, Mooly Sagiv

Keywords Abstract Paper

logic and verification, smart contracts, blockchain, program analysis, invariants, program verification

Andras Gabor Kupcsik, Markus Spies, Alexander Klein and

Marco Todescato, Nicolai Waniek, Philipp Schillinger, Mathias Bürger

Keywords Abstract Paper

Henrik Dibowski, Francesco Massa Gray

Keywords Abstract Paper

Rushang Karia, Siddharth Srivastava

Keywords Abstract Paper

Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein

Keywords Abstract Paper

downstream tasks, machine learning, explainability techniques, diverse techniques

Despoina Paschalidou, Amlan Kar, Maria Shugrina and

Karsten Kreis, Andreas Geiger, Sanja Fidler

Keywords Abstract Paper

transformers, generative model

Sean Augenstein, H. Brendan McMahan, Daniel Ramage and

Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, Blaise Aguera y Arcas

Keywords Abstract Paper

generative models, federated learning, decentralized learning, differential privacy, privacy, security, GAN

Liting Liu, Jie Liu, Wenzheng Zhang and

Ziming Chi, Wenxuan Shi, Yalou Huang

Keywords Abstract Paper

Job Generation, recruiting process, conditional problem, Skill-Aware Model

Francisco J. Peña, Diarmuid O’Reilly-Morgan, Elias Z. Tragos and

Neil Hurley, Erika Duriakova, Barry Smyth, Aonghus Lawlor

Keywords Abstract Paper

Stephen Roller, Emily Dinan, Naman Goyal and

Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston

Keywords Abstract Paper

Ting-Hsiang Wang, Xia Hu, Haifeng Jin and

Qingquan Song, Xiaotian Han, Zirui Liu

Keywords Abstract Paper

Recommender Systems, Hyperparameter Tuning, Neural Architecture Search, Automated Machine Learning, Model Search

Tristan Karch, Laetitia Teodorescu, Katja Hofmann and

Clément Moulin-Frier, Pierre-Yves Oudeyer

Keywords Abstract Paper

transformers

Jie Gu, Feng Wang, Qinghui Sun and

Zhiquan Ye, Xiaoxiao Xu, Jingmin Chen, Jun Zhang

Keywords Abstract Paper

Aditya Ramesh, Mikhail Pavlov, Gabriel Goh and

Scott Gray, Chelsea Voss, Alec Radford, Mark Chen, Ilya Sutskever

Keywords Abstract Paper

Deep Learning, Generative Models

Anush Sankaran, Olivier Mastropietro, Ehsan Saboori and

Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene

Keywords Abstract Paper

Chongyang Bai, Xiaoxue Zang, Ying Xu and

Srinivas Sunkara, Abhinav Rastogi, Jindong Chen, Blaise Agüera y Arcas

Keywords Abstract Paper

Humans and AI, Human-Computer Interaction

Albert Mingkun Yang, Erik Österlund, Tobias Wrigstad

Keywords Abstract Paper

data locality, cache optimisation, GC, prefetching

Sarah Spall, Neil Mitchell, Sam Tobin-Hochstadt

Keywords Abstract Paper

build systems, functional programming

Ahmed H. Qureshi, Jacob J. Johnson, Yuzhe Qin and

Taylor Henderson, Byron Boots, Michael C. Yip

Keywords Abstract Paper

composition, transfer learning, deep reinforcement learning

Nima Nabizadeh, Martin Heckmann, Dorothea Kolossa

Keywords Abstract Paper

Rohan Paleja, Andrew Silva, Letian Chen, Matthew Gombolay

Keywords Abstract Paper

Tianyi Zhang, Björn Hartmann, Miryung Kim, Elena Glassman

Keywords Abstract Paper

api design, community, information needs, tool support

Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad

Keywords Abstract Paper

Qingquan Song, Dehua Cheng, Hanning Zhou and

Jiyan Yang, Yuandong Tian, Xia Hu

Keywords Abstract Paper

neural architecture search, evolutionary algorithm, CTR prediction

Ionela G Mocanu

Keywords Abstract Paper

Agent-based and Multi-agent Systems, Multi-agent Learning, Knowledge Representation Languages, Logics for Knowledge Representation, Reasoning about Knowledge and Belief

Hao Gong, Qifang Zhao, Tianyu Li and

Derek Cho, DuyKhuong Nguyen

Keywords Abstract Paper

multi-task learning, multi-modal model, representation learning, meta-learning

Kushal Chauhan, Abhirut Gupta

Keywords Abstract Paper

Segmentation, Technical Problems, attempted resolution, problem resolution

Ikki Kishida, Hong Chen, Masaki Baba and

Jiren Jin, Ayako Amma, Hideki Nakayama

Keywords Abstract Paper

Valerie Chen, Abhinav Gupta, Kenny Marino

Keywords Abstract Paper

Thodoris Sotiropoulos, Stefanos Chaliasos, Dimitris Mitropoulos, Diomidis Spinellis

Keywords Abstract Paper

JVM-based builds, Make, Gradle, incremental builds, parallel builds

Dimitrios Mallis, Enrique Sanchez, Matthew Bell, Georgios Tzimiropoulos

Keywords Abstract Paper

Applications -> Privacy, Anonymity, and Security, Algorithms -> Adversarial Learning