| Hoang T, Rana S, Gupta S and Venkatesh S (2024), "Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection", In Winter Conference on Applications of Computer Vision (WACV). , pp. 4819-4828.
[BibTeX] |
BibTeX:
@inproceedings{Hoang_2024_WACV,
author = {Hoang, Tuan and Rana, Santu and Gupta, Sunil and Venkatesh, Svetha},
title = {Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection},
booktitle = {Winter Conference on Applications of Computer Vision (WACV)},
year = {2024},
pages = {4819--4828},
note = {(A conference)}
}
|
| Ryan S, Sushma NM, Arun Kumar AV, Berk J, Hashem T, Rana S and Venkatesh S (2024), "Machine learning for predicting the outcome of terminal ballistics events", Defence Technology. Vol. 31, pp. 14-26. Elsevier.
[BibTeX] |
BibTeX:
@article{ryan2024machine,
author = {Ryan, Shannon and Sushma, Neeraj Mohan and AV, Arun Kumar and Berk, Julian and Hashem, Tahrima and Rana, Santu and Venkatesh, Svetha},
title = {Machine learning for predicting the outcome of terminal ballistics events},
journal = {Defence Technology},
publisher = {Elsevier},
year = {2024},
volume = {31},
pages = {14--26},
note = {(Q1 journal)}
}
|
| Nguyen-Thai B, Le V, Tieu N-DT, Tran T, Venkatesh S and Ramzan N (2024), "Learning evolving relations for multivariate time series forecasting", Applied Intelligence. , pp. 3918-3932.
[BibTeX] |
BibTeX:
@article{binh2024learning,
author = {Binh Nguyen-Thai and Vuong Le and Ngoc-Dung T. Tieu and Truyen Tran and Svetha Venkatesh and Naeem Ramzan},
title = {Learning evolving relations for multivariate time series forecasting},
journal = {Applied Intelligence},
year = {2024},
pages = {3918--3932},
note = {(Q2 journal)}
}
|
| Nguyen P, Tran T, Gupta S, Nguyen T and Venkatesh S (2024), "Root Cause Explanation of Outliers under Noisy Mechanisms", In AAAI Conference on Artificial Intelligence (AAAI). , pp. 20508-20515.
[BibTeX] |
BibTeX:
@inproceedings{phuoc2024aaai,
author = {Nguyen, Phuoc and Tran, Truyen and Gupta, Sunil and Nguyen, Thin and Venkatesh, Svetha},
title = {Root Cause Explanation of Outliers under Noisy Mechanisms},
booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
year = {2024},
pages = {20508--20515},
note = {(A* conference)}
}
|
| Nguyen D, Le H, Do K, Venkatesh S and Tran T (2024), "Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach", In International Joint Conference on Artificial Intelligence (IJCAI). , pp. 166-174. |
BibTeX:
@inproceedings{nguyen2024tom,
author = {Nguyen, Dung and Le, Hung and Do, Kien and Venkatesh, Svetha and Tran, Truyen},
title = {Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach},
booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
year = {2024},
pages = {166--174},
note = {(A* conference)},
doi = {10.24963/ijcai.2024/19}
}
|
| Nguyen H, Le H and Venkatesh S (2024), "Variable-Agnostic Causal Exploration for Reinforcement Learning", In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD). , pp. 216-232.
[BibTeX] |
BibTeX:
@inproceedings{nguyen2024variable,
author = {Nguyen, Hoang and Le, Hung and Venkatesh, Svetha},
title = {Variable-Agnostic Causal Exploration for Reinforcement Learning},
booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)},
year = {2024},
pages = {216--232},
note = {(A conference)}
}
|
| Arun Kumar AV, Alistair S, Sunil G, Santu R, Stewart G and Svetha V (2024), "Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties", In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD). , pp. 234-250.
[BibTeX] |
BibTeX:
@inproceedings{arun2024boap,
author = {Arun Kumar, Anjanapura Venkatesh and Alistair, Shilton and Sunil, Gupta and Santu, Rana and Stewart, Greenhill and Svetha, Venkatesh},
title = {Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties},
booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)},
year = {2024},
pages = {234--250},
note = {(A conference)}
}
|
| Do K, Nguyen D, Le H, Le T, Nguyen D, Harikumar H, Tran T, Rana S and Svetha V (2024), "Revisiting the Dataset Bias Problem from a Statistical Perspective", In European Conference on Artificial Intelligence (ECAI). , pp. 3120-3127.
[BibTeX] |
BibTeX:
@inproceedings{do2024revisiting,
author = {Do, Kien and Nguyen, Dung and Le, Hung and Le, Thao and Nguyen, Dang and Harikumar, Haripriya and Tran, Truyen and Rana, Santu and Svetha, Venkatesh},
title = {Revisiting the Dataset Bias Problem from a Statistical Perspective},
booktitle = {European Conference on Artificial Intelligence (ECAI)},
year = {2024},
pages = {3120--3127},
note = {(A conference)}
}
|
| Do D, Le H, Tran Q and Venkatesh S (2024), "Large Language Model Prompting With Episodic Memory", In European Conference on Artificial Intelligence (ECAI). , pp. 3891-3898.
[BibTeX] |
BibTeX:
@inproceedings{do2024large,
author = {Do, Dai and Le, Hung and Tran, Quan and Venkatesh, Svetha},
title = {Large Language Model Prompting With Episodic Memory},
booktitle = {European Conference on Artificial Intelligence (ECAI)},
year = {2024},
pages = {3891--3898},
note = {(A conference)}
}
|
| Nguyen D, Gupta S, Do K, Nguyen T and Venkatesh S (2024), "Generating Realistic Tabular Data with Large Language Models", In International Conference on Data Mining (ICDM). , pp. 330-339.
[BibTeX] |
BibTeX:
@inproceedings{nguyen2024tabular,
author = {Nguyen, Dang and Gupta, Sunil and Do, Kien and Nguyen, Thin and Venkatesh, Svetha},
title = {Generating Realistic Tabular Data with Large Language Models},
booktitle = {International Conference on Data Mining (ICDM)},
year = {2024},
pages = {330--339},
note = {(A* conference)}
}
|
| Quoc Phong N, Sunil G, Svetha V, Bryan Kian HL and Patrick J (2024), "Active set ordering", In Conference on Neural Information Processing Systems (NeurIPS). , pp. 1-11.
[BibTeX] |
BibTeX:
@inproceedings{nguyen24active,
author = {Quoc Phong, Nguyen and Sunil, Gupta and Svetha, Venkatesh and Bryan Kian, Hsiang Low and Patrick, Jaillet},
title = {Active set ordering},
booktitle = {Conference on Neural Information Processing Systems (NeurIPS)},
year = {2024},
pages = {1--11},
note = {(A* conference)}
}
|
| Hoang Tuan Tran H, Rana S, Gupta S and Venkatesh S (2024), "Revisiting sample weights based method for noisy-label detection and classification", In Asian Conference on Computer Vision (ACCV). , pp. 4189-4204.
[BibTeX] |
BibTeX:
@inproceedings{Hoang_2024_ACCV,
author = {Hoang, Tuan Tran, Hung and Rana, Santu and Gupta, Sunil and Venkatesh, Svetha},
title = {Revisiting sample weights based method for noisy-label detection and classification},
booktitle = {Asian Conference on Computer Vision (ACCV)},
year = {2024},
pages = {4189--4204},
note = {(B conference)}
}
|
| Le H, Do K, Nguyen D and Venkatesh S (2024), "Beyond Surprise: Improving Exploration Through Surprise Novelty", In International Conference on Autonomous Agents and Multiagent Systems (AAMAS). , pp. 1084-1092.
[BibTeX] |
BibTeX:
@inproceedings{hung@2024beyond,
author = {Le, Hung and Do, Kien and Nguyen, Dung and Venkatesh, Svetha},
title = {Beyond Surprise: Improving Exploration Through Surprise Novelty},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems (AAMAS)},
year = {2024},
pages = {1084--1092},
note = {(A* conference)}
}
|
| Han J, Slade A, Fujimoto H, Zheng WY, Shvetcov A, Hoon L, Funke Kupper J, Kupper JF, Senadeera M, Gupta S, Venkatesh S, Mouzakis K, Gu Y, Bilgrami A, Saba N, Cutler H, Batterham PJ, Boydell K, Shand F, Whitton AE and Christensen H (2024), "A web-based video messaging intervention for suicide prevention in men: study protocol for a five-armed randomised controlled trial", Trials. Vol. 25(1), pp. 466.
[BibTeX] |
BibTeX:
@article{han@2024web,
author = {Han, Jin and Slade, Aimy and Fujimoto, Hiroko and Zheng, Wu Yi and Shvetcov, Artur and Hoon, Leonard and Funke Kupper, Joost and Kupper, Joost Funke and Senadeera, Manisha and Gupta, Sunil and Venkatesh, Svetha and Mouzakis, Kon and Gu, Yuanyuan and Bilgrami, Anam and Saba, Noura and Cutler, Henry and Batterham, Philip J. and Boydell, Katherine and Shand, Fiona and Whitton, Alexis E. and Christensen, Helen},
title = {A web-based video messaging intervention for suicide prevention in men: study protocol for a five-armed randomised controlled trial},
journal = {Trials},
year = {2024},
volume = {25},
number = {1},
pages = {466},
note = {(Q2 journal)}
}
|
| Tawfik SA, Nguyen TM, Russo SP, Tran T, Gupta S and Venkatesh S (2024), "Embedding material graphs using the electron-ion potential: application to material fracture", Digital Discovery. Vol. 3, pp. 2618-2627.
[BibTeX] |
BibTeX:
@article{sherif@2024embedding,
author = {Tawfik, Sherif Abdulkader and Nguyen, Tri Minh and Russo, Salvy P. and Tran, Truyen and Gupta, Sunil and Venkatesh, Svetha},
title = {Embedding material graphs using the electron-ion potential: application to material fracture},
journal = {Digital Discovery},
year = {2024},
volume = {3},
pages = {2618--2627},
note = {(Q1 journal)}
}
|
| Morais R, Tran T, Alexander C, Amery N, Morgan C, Spittle AJ, Le V, Badawi N, Salt A, Valentine J, Elliott C, Hurrion E, Dawson PA and Venkatesh S (2024), "Fine-grained Fidgety Movement Classification using Active Learning", IEEE Journal of Biomedical and Health Informatics. , pp. 1-12.
[BibTeX] |
BibTeX:
@article{romero@2024fine,
author = {Morais, Romero and Tran, Truyen and Alexander, Caroline and Amery, Natasha and Morgan, Catherine and Spittle, Alicia J. and Le, Vuong and Badawi, Nadia and Salt, Alison and Valentine, Jane and Elliott, Catherine and Hurrion, Elizabeth and Dawson, Paul A. and Venkatesh, Svetha},
title = {Fine-grained Fidgety Movement Classification using Active Learning},
journal = {IEEE Journal of Biomedical and Health Informatics},
year = {2024},
pages = {1--12},
note = {(Q1 journal)}
}
|
| Tawfik SA, A. V. AK, kumar.V A, Rashid M, Venkatesh S and Gupta S (2024), "High-Voltage, High Capacity Aluminum-Rich Lithium Cathode Materials: A Bayesian Optimization and First-Principles Study", ACS Applied Energy Materials. Vol. 7(17), pp. 7232-7239.
[BibTeX] |
BibTeX:
@article{sherif@2024high,
author = {Tawfik, Sherif Abdulkader and A. V., Arun Kumar and kumar.V, Arun and Rashid, Mahad and Venkatesh, Svetha and Gupta, Sunil},
title = {High-Voltage, High Capacity Aluminum-Rich Lithium Cathode Materials: A Bayesian Optimization and First-Principles Study},
journal = {ACS Applied Energy Materials},
year = {2024},
volume = {7},
number = {17},
pages = {7232--7239},
note = {(Q1 journal)}
}
|
| Chen S-L, Senadeera M, Ruberu K, Chung J, Rana S, Venkatesh S, Chen C, Chen G and Wallace GG (2024), "Machine learning-generated compression modulus database for 3D printing of gelatin methacryloyl", International Journal of Bioprinting. , pp. 3814.
[BibTeX] |
BibTeX:
@article{chen@2024machine,
author = {Chen, Shiue-Luen and Senadeera, Manisha and Ruberu, Kalani and Chung, Johnson and Rana, Santu and Venkatesh, Svetha and Chen, Chong‐You and Chen, Guan‐Yu and Wallace, Gordon G.},
title = {Machine learning-generated compression modulus database for 3D printing of gelatin methacryloyl},
journal = {International Journal of Bioprinting},
year = {2024},
pages = {3814},
note = {(Q1 journal)}
}
|
| Shvetcov A, Funke Kupper J, Kupper JF, Zheng W-Y, Slade A, Han J, Whitton AE, Spoelma MJ, Hoon L, Mouzakis K, Vasa R, Gupta S, Venkatesh S, Newby JM and Christensen H (2024), "Passive sensing data predicts stress in university students: a supervised machine learning method for digital phenotyping", Frontiers in Psychiatry. Vol. 15, pp. 1422027.
[BibTeX] |
BibTeX:
@article{artur@2024passive,
author = {Shvetcov, Artur and Funke Kupper, Joost and Kupper, Joost Funke and Zheng, Wu-Yi and Slade, Aimy and Han, Jin and Whitton, Alexis E. and Spoelma, Michael J. and Hoon, Leonard and Mouzakis, Kon and Vasa, Rajesh and Gupta, Sunil and Venkatesh, Svetha and Newby, Jill M. and Christensen, Helen},
title = {Passive sensing data predicts stress in university students: a supervised machine learning method for digital phenotyping},
journal = {Frontiers in Psychiatry},
year = {2024},
volume = {15},
pages = {1422027},
note = {(Q1 journal)}
}
|
| Moran P, Chandler A, Dudgeon P, Kirtley OJ, Knipe D, Pirkis J, Sinyor M, Allister R, Ansloos J, Ball MA, Chan LF, Darwin L, Derry KL, Hawton K, Heney V, Hetrick S, Li A, Machado DB, McAllister E, McDaid D, Mehra I, Niederkrotenthaler T, Nock MK, O’Keefe VM, Oquendo MA, Osafo J, Patel V, Pathare S, Peltier S, Roberts T, Robinson J, Shand F, Stirling FJ, Stoor JPA, Stoor JP, Swingler N, Turecki G, Venkatesh S, Waitoki W, Wright M, Yip PSF, Spoelma MJ, Kapur N, O’Connor RC and Christensen H (2024), "The Lancet Commission on self-harm", The Lancet. Vol. 404(10461), pp. 1445-1492.
[BibTeX] |
BibTeX:
@article{moran2024lancet,
author = {Moran, Paul and Chandler, Amy and Dudgeon, Pat and Kirtley, Olivia J. and Knipe, Duleeka and Pirkis, Jane and Sinyor, Mark and Allister, Rosie and Ansloos, Jeffrey and Ball, Melanie A and Chan, Lai Fong and Darwin, Leilani and Derry, Kate L and Hawton, Keith and Heney, Veronica and Hetrick, Sarah and Li, Ang and Machado, Daiane Borges and McAllister, Emma and McDaid, David and Mehra, Ishita and Niederkrotenthaler, Thomas and Nock, Matthew K. and O’Keefe, Victoria M. and Oquendo, María A. and Osafo, Joseph and Patel, Vikram and Pathare, Soumitra and Peltier, Shanna and Roberts, Tessa and Robinson, Jo and Shand, Fiona and Stirling, Fiona J. and Stoor, Jon P A and Stoor, Jon Petter and Swingler, Natasha and Turecki, Gustavo and Venkatesh, Svetha and Waitoki, Waikaremoana and Wright, Michael and Yip, Paul S. F. and Spoelma, Michael J. and Kapur, Navneet and O’Connor, Rory C. and Christensen, Helen},
title = {The Lancet Commission on self-harm},
journal = {The Lancet},
year = {2024},
volume = {404},
number = {10461},
pages = {1445--1492},
note = {(Q1 journal)}
}
|