Computer Science

Authors and titles for Feb 2023

[1]  arXiv:2302.00002 [pdf, other]

Title: Differential Analysis for Networks Obeying Conservation Laws

Authors: Anirudh Rayas, Rajasekhar Anguluri, Jiajun Cheng, Gautam Dasarathy

Comments: 5 pages, 3 figures, ICASSP 2023

Subjects: Systems and Control (eess.SY); Statistics Theory (math.ST)

[2]  arXiv:2302.00003 [pdf, other]

Title: The Power of External Memory in Increasing Predictive Model Capacity

Authors: Cenk Baykal, Dylan J Cutler, Nishanth Dikkala, Nikhil Ghosh, Rina Panigrahy, Xin Wang

Comments: arXiv admin note: substantial text overlap with arXiv:2301.13310

Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)

[3]  arXiv:2302.00004 [pdf, other]

Title: Low Complexity Approaches for End-to-End Latency Prediction

Authors: Pierre Larrenie (LIGM), Jean-François Bercher (LIGM), Olivier Venard (ESYCOM), Iyad Lahsen-Cherif (INPT)

Comments: arXiv admin note: substantial text overlap with arXiv:2301.13536

Journal-ref: 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Oct 2022, Kharagpur, France. pp.1-6

Subjects: Artificial Intelligence (cs.AI); Signal Processing (eess.SP)

[4]  arXiv:2302.00025 [pdf, other]

Title: On the Within-Group Fairness of Screening Classifiers

Authors: Nastaran Okati, Stratis Tsirtsis, Manuel Gomez Rodriguez

Subjects: Machine Learning (cs.LG); Computers and Society (cs.CY); Data Structures and Algorithms (cs.DS); Machine Learning (stat.ML)

[5]  arXiv:2302.00029 [pdf, ps, other]

Title: Determining Which Sine Wave Frequencies Correspond to Signal and Which Correspond to Noise in Eye-Tracking Time-Series

Authors: Mehedi H. Raju, Lee Friedman, Troy M. Bouman, Oleg V. Komogortsev

Comments: Pages-16, Figures-11, Tables-4. arXiv admin note: text overlap with arXiv:2209.07657

Journal-ref: Journal of Eye Movement Research. 14, 3, 5 (Dec. 2023)

Subjects: Human-Computer Interaction (cs.HC)

[6]  arXiv:2302.00032 [pdf, other]

Title: Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity

Authors: Deniz Oktay, Mehran Mirramezani, Eder Medina, Ryan P. Adams

Comments: ICLR 2023 Spotlight

Subjects: Machine Learning (cs.LG)

[7]  arXiv:2302.00033 [pdf, other]

Title: Harmonizing DevOps Taxonomies -- Theory Operationalization and Testing

Authors: Isaque Alves, Jorge Pérez, Jessica Díaz, Daniel López-Fernández, Manuel Pais, Fabio Kon, Carla Rocha

Comments: Submitted to Empirical Software Engineering

Subjects: Software Engineering (cs.SE)

[8]  arXiv:2302.00036 [pdf, other]

Title: Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor

Authors: Julien Grand-Clément, Marek Petrik

Journal-ref: Advances in Neural Information Processing Systems (Neurips), 2023

Subjects: Machine Learning (cs.LG)

[9]  arXiv:2302.00037 [pdf, other]

Title: Differentially-Private Hierarchical Clustering with Provable Approximation Guarantees

Authors: Jacob Imola, Alessandro Epasto, Mohammad Mahdian, Vincent Cohen-Addad, Vahab Mirrokni

Comments: 28 pages, 1 figure

Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Data Structures and Algorithms (cs.DS)

[10]  arXiv:2302.00042 [pdf, other]

Title: Diversity Awareness in Software Engineering Participant Research

Authors: Riya Dutta, Diego Elias Costa, Emad Shihab, Tanja Tajmel

Subjects: Software Engineering (cs.SE)

[11]  arXiv:2302.00045 [pdf, other]

Title: Neural Control of Parametric Solutions for High-dimensional Evolution PDEs

Authors: Nathan Gaby, Xiaojing Ye, Haomin Zhou

Comments: Accepted for publication SIAM Journal on Scientific Computing (To Appear)

Subjects: Numerical Analysis (math.NA); Machine Learning (cs.LG); Optimization and Control (math.OC)

[12]  arXiv:2302.00047 [pdf, other]

Title: Probabilistic Point Cloud Modeling via Self-Organizing Gaussian Mixture Models

Authors: Kshitij Goel, Nathan Michael, Wennie Tabib

Comments: 8 pages, 6 figures, to appear in IEEE Robotics and Automation Letters

Subjects: Machine Learning (cs.LG); Graphics (cs.GR); Robotics (cs.RO)

[13]  arXiv:2302.00049 [pdf, other]

Title: Transformers Meet Directed Graphs

Authors: Simon Geisler, Yujia Li, Daniel Mankowitz, Ali Taylan Cemgil, Stephan Günnemann, Cosmin Paduraru

Comments: 29 pages

Subjects: Machine Learning (cs.LG)

[14]  arXiv:2302.00052 [pdf, other]

Title: Exploring Wedges of an Oriented Grid by an Automaton with Pebbles

Authors: Subhash Bhagat, Andrzej Pelc

Subjects: Data Structures and Algorithms (cs.DS)

[15]  arXiv:2302.00057 [pdf, other]

Title: Federated Cell-Free MIMO in Non-Terrestrial Networks: Architectures and Performance

Authors: Alessandro Guidotti, Alessandro Vanelli-Coralli, Carla Amatetti

Comments: Submitted to IEEE Access

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[16]  arXiv:2302.00058 [pdf, other]

Title: Graph Anomaly Detection in Time Series: A Survey

Authors: Thi Kieu Khanh Ho, Ali Karami, Narges Armanfard

Comments: 20 pages, 4 figures, 2 tables

Subjects: Machine Learning (cs.LG)

[17]  arXiv:2302.00059 [pdf, other]

Title: NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks

Authors: Alexandre Heuillet, Hedi Tabia, Hichem Arioui

Comments: 8 pages, 6 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[18]  arXiv:2302.00060 [pdf, other]

Title: Interaction and Decision Making-aware Motion Planning using Branch Model Predictive Control

Authors: Rui Oliveira, Siddharth H. Nair, Bo Wahlberg

Comments: 8 pages, 10 figures

Subjects: Robotics (cs.RO); Systems and Control (eess.SY)

[19]  arXiv:2302.00061 [pdf, other]

Title: Dynamic Flows on Curved Space Generated by Labeled Data

Authors: Xinru Hua, Truyen Nguyen, Tam Le, Jose Blanchet, Viet Anh Nguyen

Journal-ref: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI-23, 2023, 3803--3811

Subjects: Machine Learning (cs.LG)

[20]  arXiv:2302.00064 [pdf, other]

Title: Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour

Authors: Rhys Howard, Lars Kunze

Comments: 26 Pages = 13 Pages (Main Content) + 5 Pages (References) + 8 Pages (Appendix), 2 Figures, To be published in the Proceedings of the 2nd Conference on Causal Learning and Reasoning as part of the Journal of Machine Learning Research Workshop and Conference Proceedings series, Final submission version; Updated from initial to final submission version

Journal-ref: Proceedings of the Second Conference on Causal Learning and Reasoning, PMLR 213:473-498, 2023

Subjects: Artificial Intelligence (cs.AI); Robotics (cs.RO)

[21]  arXiv:2302.00069 [pdf, ps, other]

Title: Hybrid Cathode Lithium Battery Discharge Simulation for Implantable Cardioverter Defibrillators Using a Coupled Electro-Thermal Dynamic Model

Authors: Mahsa Doosthosseini, Mahdi Khajeh Talkhoncheh, Jeffrey L. Silberberg, Sandy Weininger, Hamed Ghods

Comments: 6 pages, 7 figures

Subjects: Systems and Control (eess.SY)

[22]  arXiv:2302.00070 [pdf, other]

Title: Debiasing Vision-Language Models via Biased Prompts

Authors: Ching-Yao Chuang, Varun Jampani, Yuanzhen Li, Antonio Torralba, Stefanie Jegelka

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)

[23]  arXiv:2302.00074 [pdf, ps, other]

Title: Randomized Control of Wireless Temporal Coherence via Reconfigurable Intelligent Surface

Authors: João Henrique Inacio de Souza, Victor Croisfelt, Fabio Saggese, Taufik Abrão, Petar Popovski

Comments: 6 pages, 4 figures, conference paper

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP)

[24]  arXiv:2302.00077 [pdf, other]

Title: Personalized Privacy Auditing and Optimization at Test Time

Authors: Cuong Tran, Ferdinando Fioretto

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)

[25]  arXiv:2302.00079 [pdf, other]

Title: GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks

Authors: Noyan Evirgen, Xiang 'Anthony' Chen

Subjects: Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)