AAAI

ML-based Anomaly Detection in Optical Fiber Monitoring

Khouloud Abdelli, Joo Yeon Cho, Carsten Tropschug

Comments The AAAI-22 Workshop on Artificial Intelligence for Cyber Security (AICS)

The Partially Observable History Process

Dustin Morrill, Amy R. Greenwald, Michael Bowling

Comments 8 pages, 2 figures

Journal ref AAAI-22 Workshop on Reinforcement Learning and Games, February 28, 2022

Symbolic Brittleness in Sequence Models: on Systematic Generalization in Symbolic Mathematics

Sean Welleck, Peter West, Jize Cao, Yejin Choi

Comments AAAI 2022

RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling

Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan

Comments accepted by AAAI-22, camera ready version

Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks

Josh W. Nevin, Sam Nallaperuma, Seb J. Savory

Comments 4 pages with 2 additional pages for references and appendix. 2 figures. To be presented as a workshop paper at the AAAI ADAM workshop 2022

A Complete Criterion for Value of Information in Soluble Influence Diagrams

Chris van Merwijk, Ryan Carey, Tom Everitt

Comments In Proceedings of the AAAI 2022 Conference

Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features

Stelios Boulitsakis-Logothetis

Comments To be published in the Proceedings of the AAAI 2022 Spring Symposium on Achieving Wellbeing in AI, Stanford University, Palo Alto, California, USA, Mar. 21-23, 2022

Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences

Vinayak Gupta, Srikanta Bedathur, Abir De

Comments AAAI 2022

Reliable Inlier Evaluation for Unsupervised Point Cloud Registration

Yaqi Shen, Le Hui, Haobo Jiang, Jin Xie, Jian Yang

Comments Accepted by AAAI 2022

Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness

Carolyn Ashurst, Ryan Carey, Silvia Chiappa, Tom Everitt

Comments In Proceedings of the AAAI 2022 Conference

Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning

Xiaohang Bian, Bo Qin, Xiaozhe Xin, Jianwu Li, Xuefeng Su, Yanfeng Wang

Comments 9 pages,5 figures, have been accepted in AAAI 2022 Oral

Journal ref AAAI 2022

Curiosity-Driven Exploration via Latent Bayesian Surprise

Pietro Mazzaglia, Ozan Catal, Tim Verbelen, Bart Dhoedt

Comments Published at AAAI 22. Project website: (https://lbsexploration.github.io/)

Gradient Based Activations for Accurate Bias-Free Learning

Vinod K Kurmi, Rishabh Sharma, Yash Vardhan Sharma, Vinay P. Namboodiri

Comments AAAI 2022(Accepted)

Incorporating Constituent Syntax for Coreference Resolution

Fan Jiang, Trevor Cohn

Comments 9 pages, 2 figures, and 6 tables. In Proceedings of the 36th AAAI Conference on Artificial Intelligence. AAAI 2022

Audio Visual Scene-Aware Dialog Generation with Transformer-based Video Representations

Yoshihiro Yamazaki, Shota Orihashi, Ryo Masumura, Mihiro Uchida, Akihiko Takashima

Comments Accepted at DSTC10 Workshop at AAAI 2022

Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection

Xinpeng Liu, Yong-Lu Li, Cewu Lu

Comments The first two authors contribute equally. To appear in AAAI 2022

Synthetic Disinformation Attacks on Automated Fact Verification Systems

Yibing Du, Antoine Bosselut, Christopher D. Manning

Comments AAAI 2022

Homography Decomposition Networks for Planar Object Tracking

Xinrui Zhan, Yueran Liu, Jianke Zhu, Yang Li

Comments Accepted at AAAI 2022, preprint version

Mining EL Bases with Adaptable Role Depth

Ricardo Guimarães, Ana Ozaki, Cosimo Persia, Baris Sertkaya

Comments AAAI 2021 (Main Track); acknowledgements corrected

Deep Movement Primitives: toward Breast Cancer Examination Robot

Oluwatoyin Sanni, Giorgio Bonvicini, Muhammad Arshad Khan, Pablo C. Lopez-Custodio, Kiyanoush Nazari, Amir M. Ghalamzan E.

Comments To appear in the 36th AAAI conference

On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets

Cheng-Han Chiang, Hung-yi Lee

Comments AAAI 2022 main conference paper. 10 pages, 3 figures, 2 tables

Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers

Philipp Geiger, Christoph-Nikolas Straehle

Comments Accepted at AAAI-2021

Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs

Stefano Teso, Antonio Vergari

Comments Accepted at the AAAI-22 Workshop on Interactive Machine Learning

Toward a Unified Framework for Debugging Concept-based Models

Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso

Comments 11 pages, 1 figure. Accepted at the AAAI-22 Workshop on Interactive Machine Learning

SplitFed: When Federated Learning Meets Split Learning

Chandra Thapa, M. A. P. Chamikara, Seyit Camtepe, Lichao Sun

Comments Accepted at AAAI 2022, Authors preprint version, 14 pages

Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning

Zhiqiang Shen, Zechun Liu, Zhuang Liu, Marios Savvides, Trevor Darrell, Eric Xing

Comments AAAI 2022 camera ready version with Appendix (add a formula example with InfoNCE). Code is available at: https://github.com/szq0214/Un-Mix

LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data

Dilini Rajapaksha, Christoph Bergmeir

Comments Accepted as a conference paper to AAAI 2022

Context Uncertainty in Contextual Bandits with Applications to Recommender Systems

Hao Wang, Yifei Ma, Hao Ding, Yuyang Wang

Comments To appear at AAAI 2022

Strategy Discovery and Mixture in Lifelong Learning from Heterogeneous Demonstration

Sravan Jayanthi, Letian Chen, Matthew Gombolay

Comments Accepted at the AAAI-22 Workshop on Interactive Machine Learning (IML@AAAI'22)

SCOTCH: An Efficient Secure Computation Framework for Secure Aggregation

Yash More, Prashanthi Ramachandran, Priyam Panda, Arup Mondal, Harpreet Virk, Debayan Gupta

Comments Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Third AAAI Privacy-Preserving Artificial Intelligence (PPAI-22) Workshop