Asma Ghandeharioun

According to our database, Asma Ghandeharioun authored at least 28 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Towards Unifying Interpretability and Control: Evaluation via Intervention.

Usha Bhalla, Suraj Srinivas, Asma Ghandeharioun, Himabindu Lakkaraju

CoRR, 2024

Racing Thoughts: Explaining Large Language Model Contextualization Errors.

Michael A. Lepori, Michael Mozer, Asma Ghandeharioun

CoRR, 2024

When Can Transformers Count to n?

Gilad Yehudai, Haim Kaplan, Asma Ghandeharioun, Mor Geva, Amir Globerson

CoRR, 2024

Who's asking? User personas and the mechanics of latent misalignment.

Asma Ghandeharioun, Ann Yuan, Marius Guerard, Emily Reif, Michael A. Lepori, Lucas Dixon

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models.

Asma Ghandeharioun, Avi Caciularu, Adam Pearce, Lucas Dixon, Mor Geva

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Interpretability Illusions in the Generalization of Simplified Models.

Dan Friedman, Andrew Kyle Lampinen, Lucas Dixon, Danqi Chen, Asma Ghandeharioun

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Mixed Effects Random Forests for Personalised Predictions of Clinical Depression Severity.

Robert A. Lewis, Asma Ghandeharioun, Szymon Fedor, Paola Pedrelli, Rosalind W. Picard, David Mischoulon

CoRR, 2023

Post Hoc Explanations of Language Models Can Improve Language Models.

Satyapriya Krishna, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh, Himabindu Lakkaraju

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models.

Peter Hase, Mohit Bansal, Been Kim, Asma Ghandeharioun

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

DISSECT: Disentangled Simultaneous Explanations via Concept Traversals.

Asma Ghandeharioun, Been Kim, Chun-Liang Li, Brendan Jou, Brian Eoff, Rosalind W. Picard

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Studying Personalized Just-in-time Auditory Breathing Guides and Potential Safety Implications during Simulated Driving.

Sebastian Zepf, Neska El Haouij, Jinmo Lee, Asma Ghandeharioun, Javier Hernandez, Rosalind W. Picard

Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

Human-centric dialog training via offline reinforcement learning.

Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Hierarchical Reinforcement Learning for Open-Domain Dialog.

Abdelrhman Saleh, Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Rosalind W. Picard

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog.

Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard

CoRR, 2019

Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems.

Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Àgata Lapedriza, Rosalind W. Picard

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias.

Asma Ghandeharioun, Brian Eoff, Brendan Jou, Rosalind W. Picard

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Engineering Music to Slow Breathing and Invite Relaxed Physiology.

Grace Leslie, Asma Ghandeharioun, Diane Y. Zhou, Rosalind W. Picard

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

Analysis of Online Suicide Risk with Document Embeddings and Latent Dirichlet Allocation.

Noah Jones, Natasha Jaques, Pat Pataranutaporn, Asma Ghandeharioun, Rosalind W. Picard

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

Towards Understanding Emotional Intelligence for Behavior Change Chatbots.

Asma Ghandeharioun, Daniel McDuff, Mary Czerwinski, Kael Rowan

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

EMMA: An Emotion-Aware Wellbeing Chatbot.

Asma Ghandeharioun, Daniel McDuff, Mary Czerwinski, Kael Rowan

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018

EMMA: An Emotionally Intelligent Personal Assistant for Improving Wellbeing.

Asma Ghandeharioun, Daniel McDuff, Mary Czerwinski, Kael Rowan

CoRR, 2018

Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models.

Ardavan Saeedi, Matthew D. Hoffman, Stephen J. DiVerdi, Asma Ghandeharioun, Matthew J. Johnson, Ryan P. Adams

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

BrightBeat: Effortlessly Influencing Breathing for Cultivating Calmness and Focus.

Asma Ghandeharioun, Rosalind W. Picard

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Objective assessment of depressive symptoms with machine learning and wearable sensors data.

Asma Ghandeharioun, Szymon Fedor, Lisa Sangermano, Dawn Ionescu, Jonathan Alpert, Chelsea Dale, David A. Sontag, Rosalind W. Picard

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2015

Predicting students' happiness from physiology, phone, mobility, and behavioral data.

Natasha Jaques, Sara Taylor, Asaph Azaria, Asma Ghandeharioun, Akane Sano, Rosalind W. Picard

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2013

A data mining approach for diagnosis of coronary artery disease.

Roohallah Alizadehsani, Jafar Habibi, Mohammad Javad Hosseini, Hoda Mashayekhi, Reihane Boghrati, Asma Ghandeharioun, Behdad Bahadorian, Zahra Alizadeh Sani

Comput. Methods Programs Biomed., 2013

2012

Exerting Cost-Sensitive and Feature Creation Algorithms for Coronary Artery Disease Diagnosis.

Roohallah Alizadehsani, Mohammad Javad Hosseini, Reihane Boghrati, Asma Ghandeharioun, Fahime Khozeimeh, Zahra Alizadeh Sani

Int. J. Knowl. Discov. Bioinform., 2012

Diagnosis of Coronary Artery Disease Using Cost-Sensitive Algorithms.

Roohallah Alizadehsani, Mohammad Javad Hosseini, Zahra Alizadeh Sani, Asma Ghandeharioun, Reihane Boghrati

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012