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Natasha Jaques
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Tackling climate change with machine learning
D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...
ACM Computing Surveys, 2019
4042019
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
269*2019
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
205*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
2052015
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
1992015
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
167*2020
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
1582014
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
1362017
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
1242015
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 International Conference on Affective Computing and Intelligent†…, 2017
1062017
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
712017
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
682013
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
672019
Emergent complexity and zero-shot transfer via unsupervised environment design
M Dennis, N Jaques, E Vinitsky, A Bayen, S Russell, A Critch, S Levine
Neural Information Processing Systems (NeurIPS), 2020
572020
Multi-task Learning for Predicting Health, Stress, and Happiness
N Jaques*, S Taylor*, E Nosakhare, A Sano, R Picard
NeurIPS Machine Learning for Health Care Workshop, 2016
532016
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
492015
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
492015
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
412016
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
412015
Hierarchical reinforcement learning for open-domain dialog
A Saleh*, N Jaques*, A Ghandeharioun, JH Shen, R Picard
Association for the Advancement of Artificial Intelligence (AAAI), 2019
402019
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