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Publication search results
found 209 matches
- 2024
- Nour Makke, Sanjay Chawla:
Interpretable scientific discovery with symbolic regression: a review. Artif. Intell. Rev. 57(1): 2 (2024) - Masoomali Fatehkia, Ji Kim Lucas, Sanjay Chawla:
T-RAG: Lessons from the LLM Trenches. CoRR abs/2402.07483 (2024) - 2023
- Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Sanjay Chawla:
A3T: accuracy aware adversarial training. Mach. Learn. 112(9): 3191-3210 (2023) - Enes Altinisik, Hassan Sajjad, Husrev T. Sencar, Safa Messaoud, Sanjay Chawla:
Impact of Adversarial Training on Robustness and Generalizability of Language Models. ACL (Findings) 2023: 7828-7840 - Mayuresh Kunjir, Sanjay Chawla, Siddarth Chandrasekar, Devika Jay, Balaraman Ravindran:
Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference. KDD 2023: 1176-1187 - Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023) - Naveen Karunanayake, Suranga Seneviratne, Sanjay Chawla:
ExCeL : Combined Extreme and Collective Logit Information for Enhancing Out-of-Distribution Detection. CoRR abs/2311.14754 (2023) - 2022
- Saravanan Thirumuruganathan, Mayuresh Kunjir, Mourad Ouzzani, Sanjay Chawla:
Automated Annotations for AI Data and Model Transparency. ACM J. Data Inf. Qual. 14(1): 2:1-2:9 (2022) - Stefano Giovanni Rizzo, Yixian Chen, Linsey Pang, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla:
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach. Knowl. Inf. Syst. 64(9): 2515-2541 (2022) - Nour Makke, Sanjay Chawla:
Neuro-Symbolic Regression with Applications. BDA (Astronomy, Science, and Engineering) 2022: 38-50 - Hua Wei, Guni Sheron, Cathy Wu, Sanjay Chawla, Zhenhui Li:
The Third Workshop on Data-driven Intelligent Transportation. CIKM 2022: 5177-5178 - Mayuresh Kunjir, Sanjay Chawla:
Offline Reinforcement Learning for Road Traffic Control. CoRR abs/2201.02381 (2022) - Sanjay Chawla, Preslav Nakov, Ahmed Ali, Wendy Hall, Issa Khalil, Xiaosong Ma, Husrev Taha Sencar, Ingmar Weber, Michael A. Wooldridge, Ting Yu:
Ten Years after ImageNet: A 360° Perspective on AI. CoRR abs/2210.01797 (2022) - Enes Altinisik, Hassan Sajjad, Husrev Taha Sencar, Safa Messaoud, Sanjay Chawla:
Impact of Adversarial Training on Robustness and Generalizability of Language Models. CoRR abs/2211.05523 (2022) - Nour Makke, Sanjay Chawla:
Interpretable Scientific Discovery with Symbolic Regression: A Review. CoRR abs/2211.10873 (2022) - Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Sanjay Chawla:
A3T: Accuracy Aware Adversarial Training. CoRR abs/2211.16316 (2022) - Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022) - 2021
- Raghvendra Mall, Abdurrahman Elbasir, Hossam Almeer, Zeyaul Islam, Prasanna R. Kolatkar, Sanjay Chawla, Ehsan Ullah:
A modeling framework for embedding-based predictions for compound-viral protein activity. Bioinform. 37(17): 2544-2555 (2021) - Ashraf Aboulnaga, Sanjay Chawla, Ahmed K. Elmagarmid, Mohammed Al-Mannai, Hassan Al-Sayed:
An AI-enabled future for Qatar and the region. Commun. ACM 64(4): 59-61 (2021) - Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi:
Inferring and improving street maps with data-driven automation. Commun. ACM 64(11): 109-117 (2021) - Sanjay Chawla:
A Perspective on Prescriptive Learning ADBIS'2021 Keynote. ADBIS 2021: 3-6 - Nour Makke, Mohammad Amin Sadeghi, Sanjay Chawla:
Symbolic Regression for Interpretable Scientific Discovery. BDA (Astronomy, Science, and Engineering) 2021: 26-40 - Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi:
Updating Street Maps using Changes Detected in Satellite Imagery. SIGSPATIAL/GIS 2021: 53-56 - Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden:
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories. ICCV 2021: 11957-11965 - Kunwoo Park, Haewoon Kwak, Jisun An, Sanjay Chawla:
How-to Present News on Social Media: A Causal Analysis of Editing News Headlines for Boosting User Engagement. ICWSM 2021: 491-502 - Raghvendra Mall, Shameem Ahamed Puthiya Parambath, Han Yufei, Ting Yu, Sanjay Chawla:
Permutation-Invariant Subgraph Discovery. CoRR abs/2104.01063 (2021) - Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi:
Updating Street Maps using Changes Detected in Satellite Imagery. CoRR abs/2110.06456 (2021) - 2020
- Imdad Ullah, Roksana Boreli, Salil S. Kanhere, Sanjay Chawla, Tariq Ahamed Ahanger, Usman Tariq:
Protecting Private Attributes in App Based Mobile User Profiling. IEEE Access 8: 143818-143836 (2020) - Shameem Ahamed Puthiya Parambath, Sanjay Chawla:
Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations. Data Min. Knowl. Discov. 34(5): 1560-1588 (2020) - Sebastian Kruse, Zoi Kaoudi, Bertty Contreras-Rojas, Sanjay Chawla, Felix Naumann, Jorge-Arnulfo Quiané-Ruiz:
RHEEMix in the data jungle: a cost-based optimizer for cross-platform systems. VLDB J. 29(6): 1287-1310 (2020)
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