Natasha Jaques
Title
Cited by
Cited by
Year
Tackling climate change with machine learning
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
arXiv preprint arXiv:1906.05433, 2019
1712019
Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control
N Jaques, S Gu, D Bahdanau, JMH Lobato, RE Turner, D Eck
International Conference on Machine Learning, 2017
169*2017
Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones
A Sano, AJ Phillips, ZY Amy, AW McHill, S Taylor, N Jaques, CA Czeisler, ...
2015 IEEE 12th International Conference on Wearable and Implantable Body†…, 2015
1462015
Automatic identification of artifacts in electrodermal activity data
S Taylor, N Jaques, W Chen, S Fedor, A Sano, R Picard
2015 37th Annual International Conference of the IEEE Engineering in†…, 2015
1352015
Predicting affect from gaze data during interaction with an intelligent tutoring system
N Jaques, C Conati, JM Harley, R Azevedo
International conference on intelligent tutoring systems, 29-38, 2014
1262014
Social influence as intrinsic motivation for multi-agent deep reinforcement learning
N Jaques, A Lazaridou, E Hughes, C Gulcehre, PA Ortega, DJ Strouse, ...
International Conference on Machine Learning, 2019
120*2019
Predicting students' happiness from physiology, phone, mobility, and behavioral data
N Jaques, S Taylor, A Azaria, A Ghandeharioun, A Sano, R Picard
2015 International Conference on Affective Computing and Intelligent†…, 2015
842015
Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction
N Jaques, S Taylor, A Sano, R Picard
2017 Seventh International Conference on Affective Computing and Intelligent†…, 2017
692017
Personalized multitask learning for predicting tomorrow's mood, stress, and health
S Taylor, N Jaques, E Nosakhare, A Sano, R Picard
IEEE Transactions on Affective Computing 11 (2), 200-213, 2017
652017
Human-centric dialog training via offline reinforcement learning
N Jaques, JH Shen, A Ghandeharioun, C Ferguson, A Lapedriza, ...
Empirical Methods in Natural Language Processing (EMNLP), 2020
63*2020
Predicting Tomorrow’s Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation
N Jaques, OO Rudovic, S Taylor, A Sano, R Picard
Proceedings of Machine Learning Research 48, 17-33, 2017
502017
Understanding attention to adaptive hints in educational games: an eye-tracking study
C Conati, N Jaques, M Muir
International Journal of Artificial Intelligence in Education 23 (1), 136-161, 2013
452013
Multi-task Learning for Predicting Health, Stress, and Happiness
N Jaques, S Taylor, E Nosakhare, A Sano, R Picard
NIPS Machine Learning for Health Care Workshop, 2016
412016
Prediction of happy-sad mood from daily behaviors and previous sleep history
A Sano, ZY Amy, AW McHill, AJK Phillips, S Taylor, N Jaques, ...
2015 37th Annual International Conference of the IEEE Engineering in†…, 2015
392015
Multi-task, multi-kernel learning for estimating individual wellbeing
N Jaques, S Taylor, A Sano, R Picard
Proc. NIPS Workshop on Multimodal Machine Learning, Montreal, Quebec 898, 3, 2015
382015
Understanding and Predicting Bonding in Conversations Using Thin Slices of Facial Expressions and Body Language
N Jaques, D McDuff, YL Kim, R Picard
Intelligent Virtual Agents, 2016
362016
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems
A Ghandeharioun, JH Shen, N Jaques, C Ferguson, N Jones, ...
Neural Information Processing Systems (NeurIPS), 2019
342019
Active learning for electrodermal activity classification
V Xia, N Jaques, S Taylor, S Fedor, R Picard
2015 ieee signal processing in medicine and biology symposium (spmb), 1-6, 2015
272015
Wavelet-based motion artifact removal for electrodermal activity
W Chen, N Jaques, S Taylor, A Sano, S Fedor, RW Picard
2015 37th Annual International Conference of the IEEE Engineering in†…, 2015
242015
Learning via social awareness: improving sketch representations with facial feedback
N Jaques, J Engel, D Ha, F Bertsch, R Picard, D Eck
International Conference on Learning Representations (ICLR) workshop track, 2018
18*2018
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Articles 1–20