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• Efficient Constrained K-center Clustering with Background Knowledge

  Longkun Guo, Chaoqi Jia, Kewen Liao, Zhigang Lu, Minhui Xue

  20709-20717

  2024-03-24

• On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods

  Kasun Amarasinghe, Kit T. Rodolfa, Sérgio Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani

  20921-20929

  2024-03-24

• Conformal Prediction Regions for Time Series Using Linear Complementarity Programming

  Matthew Cleaveland, Insup Lee, George J. Pappas, Lars Lindemann

  20984-20992

  2024-03-24

• TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples

  Seffi Cohen, Ofir Arbili, Yisroel Mirsky, Lior Rokach

  20993-21000

  2024-03-24

• Provable Robustness against a Union of L_0 Adversarial Attacks

  Zayd Hammoudeh, Daniel Lowd

  21134-21142

  2024-03-24

• NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack

  Wenxiang Jiang, Hanwei Zhang, Xi Wang, Zhongwen Guo, Hao Wang

  21197-21205

  2024-03-24

• Neural Closure Certificates

  Alireza Nadali, Vishnu Murali, Ashutosh Trivedi, Majid Zamani

  21446-21453

  2024-03-24

• Visual Adversarial Examples Jailbreak Aligned Large Language Models

  Xiangyu Qi, Kaixuan Huang, Ashwinee Panda, Peter Henderson, Mengdi Wang, Prateek Mittal

  21527-21536

  2024-03-24

• Byzantine-Robust Decentralized Learning via Remove-then-Clip Aggregation

  Caiyi Yang, Javad Ghaderi

  21735-21743

  2024-03-24

• Automatic Interpretation of Line Probe Assay Test for Tuberculosis

  Jatin Agrawal, Mukul Kumar, Avtansh Tiwari, Sachin Danisetty, Soma Dhavala, Nakul Jain, Prasaanth Balraj, Niket Singh, Siddhant Shingi, Jayakrishna Kurada, Raghuram Rao, S Anand, Nishant Kumar

  21897-21904

  2024-03-24

• Decision-Making for Land Conservation: A Derivative-Free Optimization Framework with Nonlinear Inputs

  Cassidy K. Buhler, Hande Y. Benson

  21932-21939

  2024-03-24

• CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare

  Akash Ghosh, Arkadeep Acharya, Raghav Jain, Sriparna Saha, Aman Chadha, Setu Sinha

  22031-22039

  2024-03-24

• Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency

  Parian Haghighat, Denisa Gándara, Lulu Kang, Hadis Anahideh

  22076-22086

  2024-03-24

• Depression Detection via Capsule Networks with Contrastive Learning

  Han Liu, Changya Li, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang

  22231-22239

  2024-03-24

• Stable Matchings in Practice: A Constraint Programming Approach

  Zhaohong Sun, Naoyuki Yamada, Yoshihiro Takenami, Daisuke Moriwaki, Makoto Yokoo

  22377-22384

  2024-03-24

• Causally Aware Generative Adversarial Networks for Light Pollution Control

  Yuyao Zhang, Ke Guo, Xiao Zhou

  22529-22537

  2024-03-24

• Understanding Surprising Generalization Phenomena in Deep Learning

  Wei Hu

  22669-22669

  2024-03-24

• Towards Holistic, Pragmatic and Multimodal Conversational Systems

  Pranava Madhyastha

  22677-22677

  2024-03-24

• Towards Reproducible, Automated, and Scalable Anomaly Detection

  Yue Zhao

  22687-22687

  2024-03-24

• Some Like It Small: Czech Semantic Embedding Models for Industry Applications

  Jiří Bednář, Jakub Náplava, Petra Barančíková, Ondřej Lisický

  22734-22742

  2024-03-24

• Check-In Desk Scheduling Optimisation at CDG International Airport

  Thibault Falque, Gilles Audemard, Christophe Lecoutre, Bertrand Mazure

  22743-22751

  2024-03-24

• DCV2I: A Practical Approach for Supporting Geographers’ Visual Interpretation in Dune Segmentation with Deep Vision Models

  Anqi Lu, Zifeng Wu, Zheng Jiang, Wei Wang, Eerdun Hasi, Yi Wang

  22788-22796

  2024-03-24

• Attention-Based Models for Snow-Water Equivalent Prediction

  Krishu K Thapa, Bhupinderjeet Singh, Supriya Savalkar, Alan Fern, Kirti Rajagopalan, Ananth Kalyanaraman

  22969-22975

  2024-03-24

• A Model for Estimating the Economic Costs of Computer Vision Systems That Use Deep Learning

  Neil Thompson, Martin Fleming, Benny J. Tang, Anna M. Pastwa, Nicholas Borge, Brian C. Goehring, Subhro Das

  23012-23018

  2024-03-24

• AI Risk Profiles: A Standards Proposal for Pre-deployment AI Risk Disclosures

  Eli Sherman, Ian Eisenberg

  23047-23052

  2024-03-24