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ORCIDMohammad Kachuee
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2020 – today
- 2024
[c17]Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin:
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs. ACL (1) 2024: 13921-13959- [c16]Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon:
GrounDial: Human-norm Grounded Safe Dialog Response Generation. EACL (Findings) 2024: 1582-1588 - [c15]Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon:
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems. NAACL (Industry Track) 2024: 419-426 - [c14]Tenghao Huang, Dongwon Jung, Vaibhav Kumar, Mohammad Kachuee, Xiang Li, Puyang Xu, Muhao Chen:
Planning and Editing What You Retrieve for Enhanced Tool Learning. NAACL-HLT (Findings) 2024: 975-988 - [i22]Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon:
GrounDial: Human-norm Grounded Safe Dialog Response Generation. CoRR abs/2402.08968 (2024) - [i21]Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee, Kun Zhou, Ruoxi Jia, Ming Jin:
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs. CoRR abs/2405.12933 (2024) - [i20]Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon:
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems. CoRR abs/2407.12016 (2024) - 2023
- [c13]Mohammad Kachuee, Sungjin Lee:
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems. ACL (industry) 2023: 43-52 - [c12]Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do:
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. ACL (industry) 2023: 361-367 - [i19]Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do:
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. CoRR abs/2305.10528 (2023) - [i18]Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee, Jaeyoung Do, Sungjin Lee:
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems. CoRR abs/2306.04823 (2023) - 2022
- [j6]Mohammad Kachuee
, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh:
Generative Imputation and Stochastic Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1278-1288 (2022) - [c11]Mohammad Kachuee, Sungjin Lee:
Constrained Policy Optimization for Controlled Contextual Bandit Exploration. AISafety@IJCAI 2022 - [c10]Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee:
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems. NAACL-HLT (Industry Papers) 2022: 1-8 - [c9]Zixuan Ke, Mohammad Kachuee, Sungjin Lee:
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data. WASSA@ACL 2022: 25-36 - [i17]Zixuan Ke, Mohammad Kachuee, Sungjin Lee:
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data. CoRR abs/2204.01916 (2022) - [i16]Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee:
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems. CoRR abs/2204.07135 (2022) - [i15]Mohammad Kachuee, Sungjin Lee:
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems. CoRR abs/2209.08429 (2022) - 2021
- [c8]Orpaz Goldstein, Mohammad Kachuee, Majid Sarrafzadeh:
Decentralized Knowledge Transfer on Edge Networks for Detecting Cancer in Images. BHI 2021: 1-5 - [c7]Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee:
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. NAACL-HLT 2021: 4053-4064 - 2020
- [b1]Mohammad Kachuee:
Opportunistic Learning: Algorithms and Methods for Cost-Sensitive and Context-Aware Learning. University of California, Los Angeles, USA, 2020 - [j5]Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh:
Target-Focused Feature Selection Using Uncertainty Measurements in Healthcare Data. ACM Trans. Comput. Heal. 1(3): 15:1-15:17 (2020) - [j4]Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
TAPER: Time-Aware Patient EHR Representation. IEEE J. Biomed. Health Informatics 24(11): 3268-3275 (2020) - [i14]Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee:
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. CoRR abs/2010.11230 (2020) - [i13]Orpaz Goldstein, Mohammad Kachuee, Dereck J. Shiell, Majid Sarrafzadeh:
Real-Time Decentralized knowledge Transfer at the Edge. CoRR abs/2011.05961 (2020)
2010 – 2019
- 2019
- [j3]Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh:
Dynamic Feature Acquisition Using Denoising Autoencoders. IEEE Trans. Neural Networks Learn. Syst. 30(8): 2252-2262 (2019) - [c6]Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh:
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams. ICLR (Poster) 2019 - [i12]Mohammad Kachuee, Orpaz Goldstein, Kimmo Kärkkäinen, Sajad Darabi, Majid Sarrafzadeh:
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams. CoRR abs/1901.00243 (2019) - [i11]Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Davina Zamanzadeh, Majid Sarrafzadeh:
Nutrition and Health Data for Cost-Sensitive Learning. CoRR abs/1902.07102 (2019) - [i10]Mohammad Kachuee, Kimmo Kärkkäinen, Orpaz Goldstein, Sajad Darabi, Majid Sarrafzadeh:
Generative Imputation and Stochastic Prediction. CoRR abs/1905.09340 (2019) - [i9]Sajad Darabi, Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
TAPER: Time-Aware Patient EHR Representation. CoRR abs/1908.03971 (2019) - [i8]Orpaz Goldstein, Mohammad Kachuee, Kimmo Kärkkäinen, Majid Sarrafzadeh:
Target-Focused Feature Selection Using a Bayesian Approach. CoRR abs/1909.06772 (2019) - [i7]Sajad Darabi, Mohammad Kachuee, Majid Sarrafzadeh:
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector. CoRR abs/1910.01803 (2019) - [i6]Kimmo Kärkkäinen, Mohammad Kachuee, Orpaz Goldstein, Majid Sarrafzadeh:
Cost-Sensitive Feature-Value Acquisition Using Feature Relevance. CoRR abs/1912.08281 (2019) - [i5]Mohammad Kachuee, Sajad Darabi, Shayan Fazeli, Majid Sarrafzadeh:
Group-Connected Multilayer Perceptron Networks. CoRR abs/1912.09600 (2019) - 2018
- [c5]Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
ECG Heartbeat Classification: A Deep Transferable Representation. ICHI 2018: 443-444 - [i4]Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh:
ECG Heartbeat Classification: A Deep Transferable Representation. CoRR abs/1805.00794 (2018) - [i3]Mohammad Kachuee, Sajad Darabi, Babak Moatamed, Majid Sarrafzadeh:
Dynamic Feature Acquisition Using Denoising Autoencoders. CoRR abs/1811.01249 (2018) - 2017
- [j2]Mohammad Kachuee, Mohammad Mahdi Kiani, Hoda Mohammadzade, Mahdi Shabany:
Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring. IEEE Trans. Biomed. Eng. 64(4): 859-869 (2017) - [j1]Amirhossein Esmaili Dastjerdi, Mohammad Kachuee, Mahdi Shabany:
Nonlinear Cuffless Blood Pressure Estimation of Healthy Subjects Using Pulse Transit Time and Arrival Time. IEEE Trans. Instrum. Meas. 66(12): 3299-3308 (2017) - [c4]Mohammad Kachuee, Anahita Hosseini, Babak Moatamed, Sajad Darabi, Majid Sarrafzadeh:
Context-aware feature query to improve the prediction performance. GlobalSIP 2017: 838-842 - [c3]Mohammad Kachuee, Lisa D. Moore, Tali Homsey, Hamidreza Ghasemi Damavandi, Babak Moatamed, Anahita Hosseini, Ruyi Huang, James Leiter, Daniel C. Lu, Majid Sarrafzadeh:
An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting. ICHI 2017: 478-483 - [c2]Amirhossein Esmaili Dastjerdi, Mohammad Kachuee, Mahdi Shabany:
Non-invasive blood pressure estimation using phonocardiogram. ISCAS 2017: 1-4 - [i2]Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi:
Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress. CoRR abs/1707.04364 (2017) - 2015
- [c1]Mohamad Kachuee, Mohammad Mahdi Kiani, Hoda Mohammadzade, Mahdi Shabany:
Cuff-less high-accuracy calibration-free blood pressure estimation using pulse transit time. ISCAS 2015: 1006-1009 - [d1]Mohamad Kachuee, Mohammad Mahdi Kiani, Hoda Mohammadzade, Mahdi Shabany:
Cuff-Less Blood Pressure Estimation. UCI Machine Learning Repository, 2015
- [i1]Seyyed Salar Latifi Oskouei, Hossein Golestani, Mohamad Kachuee, Matin Hashemi, Hoda Mohammadzade, Soheil Ghiasi:
GPU-based Acceleration of Deep Convolutional Neural Networks on Mobile Platforms. CoRR abs/1511.07376 (2015)
Coauthor Index
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last updated on 2024-09-26 00:56 CEST by the dblp team
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