Natasha Jaques
Natasha Jaques
Google Research, UC Berkeley
Verified email at google.com
Title
Cited by
Cited by
Year
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
1382015
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
137*2017
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
1222015
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
1222014
Tackling climate change with machine learning
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
arXiv preprint arXiv:1906.05433, 2019
1172019
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
86*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
772015
Personalized multitask learning for predicting tomorrow's mood, stress, and health
SA Taylor, N Jaques, E Nosakhare, A Sano, R Picard
IEEE Transactions on Affective Computing, 2017
682017
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
532017
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 (1-4), 136-161, 2013
442013
Way off-policy batch deep reinforcement learning of implicit human preferences in dialog
N Jaques, A Ghandeharioun, JH Shen, C Ferguson, A Lapedriza, ...
arXiv preprint arXiv:1907.00456, 2019
432019
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
432017
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
362016
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
352015
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, 63, 2015
342015
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
302016
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
262019
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
252015
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
14*2018
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Articles 1–20