Dr Tameem Adel Hesham

  • Lecturer in Understandable Autonomous Systems: Ethics, Transparency and Trust (IDA) (Computing Science)

Publications

List by: Type | Date

Jump to: 2019 | 2018 | 2017 | 2016 | 2015 | 2013 | 2012 | 2011 | 2010
Number of items: 21.

2019

Adel, T. , Zhao, H. and Turner, R. E. (2019) Continual Learning with Adaptive Weights (CLAW). In: ICLR 2020 Eighth International Conference on Learning Representations, Virtual Conference, Formerly Addis Ababa, Ethiopia, 26-30 April 2020,

Zhao, H., Coston, A., Adel, T. and Gordon, G. (2019) Conditional Learning of Fair Representations. In: ICLR 2020 Eighth International Conference on Learning Representations, Virtual Conference, Formerly Addis Ababa, Ethiopia, 26-30 April 2020,

Adel, T. , Valera, I., Ghahramani, Z. and Weller, A. (2019) One-Network Adversarial Fairness. In: 33rd AAAI Conference on Artificial Intelligence (AAAI-19), Honolulu, HI, USA, 27 Jan - 1 Feb 2019, pp. 2412-2420. (doi:10.1609/aaai.v33i01.33012412)

Adel, T. and Weller, A. (2019) TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning. In: 36th International Conference on Machine Learning, ICML 2019, Long Beach, CA, USA, 9-15 June 2019, pp. 71-81.

Zhao, H., Coston, A., Adel, T. and Gordon, G. (2019) Conditional Learning of Fair Representations. NeurIPS 2019 Workshop on Machine Learning with Guarantees, 14 Dec 2019.

2018

Adel, T. , Valera, I., Ghahramani, Z. and Weller, A. (2018) One-network Adversarial Fairness. NeurIPS 2018 Workshop (WESGAI), Montreal, Quebec, Canada, 2-8 Dec 2018.

Adel, T. , Ghahramani, Z. and Weller, A. (2018) Discovering Interpretable Representations for Both Deep Generative and Discriminative Models. In: 35th International Conference on Machine Learning, ICML 2018, Stockholm, Sweden, 10-15 July 2018, pp. 50-59.

2017

Zintgraf, L. M., Cohen, T. S., Adel, T. and Welling, M. (2017) Visualizing Deep Neural Network Decisions: Prediction Difference Analysis. In: ICLR 2017 5th International Conference on Learning Representations, Toulon, France, 24-26 April 2017,

Adel, T. and de Campos, C. P. (2017) Learning Bayesian Networks with Incomplete Data by Augmentation. In: Thirty-First AAAI Conference on Artificial Intelligence, San Francisco, CA, USA, 4-10 Feb 2017, pp. 1684-1690.

Adel, T. , Zhao, H. and Wong, A. (2017) Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption. In: Thirty-First AAAI Conference on Artificial Intelligence, San Francisco, CA, USA, 4-10 Feb 2017, pp. 1691-1697.

Adel, T. , Cohen, T., Caan, M. and Welling, M. (2017) 3D scattering transforms for disease classification in neuroimaging. NeuroImage: Clinical, 14, pp. 506-517. (doi: 10.1016/j.nicl.2017.02.004) (PMID:28289601) (PMCID:PMC5338908)

2016

Zhao, H., Adel, T. , Gordon, G. and Amos, B. (2016) Collapsed Variational Inference for Sum-Product Networks. In: 33rd International Conference on Machine Learning, ICML 2016, New York, USA, 19-24 June 2016, pp. 1310-1318.

Zintgraf, L. M., Cohen, T. S., Adel, T. and Welling, M. (2016) Visualizing Deep Neural Network Decisions. NIPS 2016 Workshop (WiML), Barcelona, Spain, 5 Dec 2016.

2015

Adel, T. , Balduzzi, D. and Ghodsi, A. (2015) Learning the Structure of Sum-Product Networks via an SVD-based Algorithm. In: 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), Amsterdam, The Netherlands, 12-16 Jul 2015, pp. 32-41. ISBN 9780996643108

Adel, T. and Wong, A. (2015) A Probabilistic Covariate Shift Assumption for Domain Adaptation. In: Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 25-30 Jan 2015, pp. 2476-2482.

2013

Adel, T. , Urner, R., Smith, B., Stashuk, D. and Lizotte, D. J. (2013) Generative Multiple-Instance Learning Models For Quantitative Electromyography. In: 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), Bellevue, Washington, USA, 11-15 July 2013, pp. 2-11.

Adel, T. and Stashuk, D. (2013) Clinical quantitative electromyography. In: Turker, H. (ed.) Electrodiagnosis in New Frontiers of Clinical Research. IntechOpen. ISBN 9789535111184 (doi:10.5772/56033)

2012

Adel, T. M. , Smith, B. E. and Stashuk, D. W. (2012) Decomposition of Intramuscular EMG Signals Using a Knowledge-based Certainty Classifier Algorithm. In: 34th Annual International Conference of the IEEE EMBS 2012, San Diego, California, USA, 28 Aug - 1 Sep 2012, pp. 6208-6211. ISBN 9781457717871 (doi:10.1109/EMBC.2012.6347412)

Adel, T. M. , Smith, B. E. and Stashuk, D. W. (2012) Muscle categorization using PDF estimation and Naive Bayes classification. In: 34th Annual International Conference of the IEEE EMBS 2012, San Diego, California, USA, 28 Aug - 1 Sep 2012, pp. 2619-2622. ISBN 9781457717871 (doi:10.1109/EMBC.2012.6346501)

2011

Rovetta, S., Masulli, F. and Adel, T. (2011) Tuning Graded Possibilistic Clustering by Visual Stability Analysis. In: WILF 2011: 9th International Conf. on Fuzzy Logic and Applications, Trani, Italy, 29-31 August 2011, pp. 164-171. ISBN 9783642237126 (doi:10.1007/978-3-642-23713-3_21)

2010

Adel, T. and Ismail, M. (2010) ASCM: An accelerated soft c-means clustering algorithm. In: ISDA 2010 10th International Conference on Intelligent Systems Design and Applications, Cairo, Egypt, 29 Nov - 1 Dec 2010, pp. 1142-1147. ISBN 9781424481361 (doi:10.1109/ISDA.2010.5687031)

This list was generated on Fri Oct 30 19:51:09 2020 GMT.
Number of items: 21.

Articles

Adel, T. , Cohen, T., Caan, M. and Welling, M. (2017) 3D scattering transforms for disease classification in neuroimaging. NeuroImage: Clinical, 14, pp. 506-517. (doi: 10.1016/j.nicl.2017.02.004) (PMID:28289601) (PMCID:PMC5338908)

Book Sections

Adel, T. and Stashuk, D. (2013) Clinical quantitative electromyography. In: Turker, H. (ed.) Electrodiagnosis in New Frontiers of Clinical Research. IntechOpen. ISBN 9789535111184 (doi:10.5772/56033)

Conference or Workshop Item

Zhao, H., Coston, A., Adel, T. and Gordon, G. (2019) Conditional Learning of Fair Representations. NeurIPS 2019 Workshop on Machine Learning with Guarantees, 14 Dec 2019.

Adel, T. , Valera, I., Ghahramani, Z. and Weller, A. (2018) One-network Adversarial Fairness. NeurIPS 2018 Workshop (WESGAI), Montreal, Quebec, Canada, 2-8 Dec 2018.

Zintgraf, L. M., Cohen, T. S., Adel, T. and Welling, M. (2016) Visualizing Deep Neural Network Decisions. NIPS 2016 Workshop (WiML), Barcelona, Spain, 5 Dec 2016.

Conference Proceedings

Adel, T. , Zhao, H. and Turner, R. E. (2019) Continual Learning with Adaptive Weights (CLAW). In: ICLR 2020 Eighth International Conference on Learning Representations, Virtual Conference, Formerly Addis Ababa, Ethiopia, 26-30 April 2020,

Zhao, H., Coston, A., Adel, T. and Gordon, G. (2019) Conditional Learning of Fair Representations. In: ICLR 2020 Eighth International Conference on Learning Representations, Virtual Conference, Formerly Addis Ababa, Ethiopia, 26-30 April 2020,

Adel, T. , Valera, I., Ghahramani, Z. and Weller, A. (2019) One-Network Adversarial Fairness. In: 33rd AAAI Conference on Artificial Intelligence (AAAI-19), Honolulu, HI, USA, 27 Jan - 1 Feb 2019, pp. 2412-2420. (doi:10.1609/aaai.v33i01.33012412)

Adel, T. and Weller, A. (2019) TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning. In: 36th International Conference on Machine Learning, ICML 2019, Long Beach, CA, USA, 9-15 June 2019, pp. 71-81.

Adel, T. , Ghahramani, Z. and Weller, A. (2018) Discovering Interpretable Representations for Both Deep Generative and Discriminative Models. In: 35th International Conference on Machine Learning, ICML 2018, Stockholm, Sweden, 10-15 July 2018, pp. 50-59.

Zintgraf, L. M., Cohen, T. S., Adel, T. and Welling, M. (2017) Visualizing Deep Neural Network Decisions: Prediction Difference Analysis. In: ICLR 2017 5th International Conference on Learning Representations, Toulon, France, 24-26 April 2017,

Adel, T. and de Campos, C. P. (2017) Learning Bayesian Networks with Incomplete Data by Augmentation. In: Thirty-First AAAI Conference on Artificial Intelligence, San Francisco, CA, USA, 4-10 Feb 2017, pp. 1684-1690.

Adel, T. , Zhao, H. and Wong, A. (2017) Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption. In: Thirty-First AAAI Conference on Artificial Intelligence, San Francisco, CA, USA, 4-10 Feb 2017, pp. 1691-1697.

Zhao, H., Adel, T. , Gordon, G. and Amos, B. (2016) Collapsed Variational Inference for Sum-Product Networks. In: 33rd International Conference on Machine Learning, ICML 2016, New York, USA, 19-24 June 2016, pp. 1310-1318.

Adel, T. , Balduzzi, D. and Ghodsi, A. (2015) Learning the Structure of Sum-Product Networks via an SVD-based Algorithm. In: 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), Amsterdam, The Netherlands, 12-16 Jul 2015, pp. 32-41. ISBN 9780996643108

Adel, T. and Wong, A. (2015) A Probabilistic Covariate Shift Assumption for Domain Adaptation. In: Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 25-30 Jan 2015, pp. 2476-2482.

Adel, T. , Urner, R., Smith, B., Stashuk, D. and Lizotte, D. J. (2013) Generative Multiple-Instance Learning Models For Quantitative Electromyography. In: 29th Conference on Uncertainty in Artificial Intelligence (UAI 2013), Bellevue, Washington, USA, 11-15 July 2013, pp. 2-11.

Adel, T. M. , Smith, B. E. and Stashuk, D. W. (2012) Decomposition of Intramuscular EMG Signals Using a Knowledge-based Certainty Classifier Algorithm. In: 34th Annual International Conference of the IEEE EMBS 2012, San Diego, California, USA, 28 Aug - 1 Sep 2012, pp. 6208-6211. ISBN 9781457717871 (doi:10.1109/EMBC.2012.6347412)

Adel, T. M. , Smith, B. E. and Stashuk, D. W. (2012) Muscle categorization using PDF estimation and Naive Bayes classification. In: 34th Annual International Conference of the IEEE EMBS 2012, San Diego, California, USA, 28 Aug - 1 Sep 2012, pp. 2619-2622. ISBN 9781457717871 (doi:10.1109/EMBC.2012.6346501)

Rovetta, S., Masulli, F. and Adel, T. (2011) Tuning Graded Possibilistic Clustering by Visual Stability Analysis. In: WILF 2011: 9th International Conf. on Fuzzy Logic and Applications, Trani, Italy, 29-31 August 2011, pp. 164-171. ISBN 9783642237126 (doi:10.1007/978-3-642-23713-3_21)

Adel, T. and Ismail, M. (2010) ASCM: An accelerated soft c-means clustering algorithm. In: ISDA 2010 10th International Conference on Intelligent Systems Design and Applications, Cairo, Egypt, 29 Nov - 1 Dec 2010, pp. 1142-1147. ISBN 9781424481361 (doi:10.1109/ISDA.2010.5687031)

This list was generated on Fri Oct 30 19:51:09 2020 GMT.