Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 20 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

A Reciprocal Embedding Framework For Modelling Mutual Preferences ↗Rajiv Ramanathan, Nicolas Ken Shinada, Michinobu Shimatani et al.2 citations
A Serverless Approach to Federated Learning Infrastructure Oriented for IoT/Edge Data Sources (Student Abstract) ↗Anshul Ahuja, Geetesh Gupta, Suman Kundu2 citations
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization ↗Xunpeng Huang, Runxin Xu, Hao Zhou et al.2 citations
AI-Assisted Scientific Data Collection with Iterative Human Feedback ↗Travis Mandel, James Boyd, Sebastian J. Carter et al.2 citations
Accelerating Neural Machine Translation with Partial Word Embedding Compression ↗Fan Zhang, Mei Tu, Jinyao Yan2 citations
Active Bayesian Assessment of Black-Box Classifiers ↗Disi Ji, Robert L. Logan, Padhraic Smyth et al.2 citations
Active Feature Selection for the Mutual Information Criterion ↗Shachar Schnapp, Sivan Sabato A2 citations
Adversarial Turing Patterns from Cellular Automata ↗Nurislam Tursynbek, Ilya Vilkoviskiy, Maria Sindeeva et al.2 citations
Agent Incentives: A Causal Perspective ↗Tom Everitt, Ryan Carey, Eric D. Langlois et al.2 citations
An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) ↗Qi Peng, Changmeng Zheng, Yi Cai et al.2 citations
An Intelligent Assistant for Problem Behavior Management ↗Penghe Chen, Yu Lu, Jiefei Liu et al.2 citations
An Unfair Affinity Toward Fairness: Characterizing 70 Years of Social Biases in BHollywood (Student Abstract) ↗Kunal Khadilkar, Ashiqur R. KhudaBukhsh2 citations
Augmenting Policy Learning with Routines Discovered from a Single Demonstration ↗Zelin Zhao, Chuang Gan, Jiajun Wu et al.2 citations
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning ↗Feng Lin, Haohang Xu, Houqiang Li et al.2 citations
Backdoor Decomposable Monotone Circuits and Propagation Complete Encodings ↗Petr Kučera, Petr Savický2 citations
Belief Functions on Distributive Lattices ↗Chunlai Zhou2 citations
Bootstrapping Dialog Models from Human to Human Conversation Logs ↗Pankaj Dhoolia, Vineet Kumar, Danish Contractor et al.2 citations
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers’ Conversations in Hybrid Cloud Operations ↗Suranjana Samanta, Ajay Kumar Gupta, Prateeti Mohapatra et al.2 citations
Cascade Size Distributions: Why They Matter and How to Compute Them Efficiently ↗Rebekka Burkholz, John Quackenbush2 citations
Communication-Aware Collaborative Learning ↗Avrim L. Blum, Shelby Heinecke, Lev Reyzin2 citations
Complex Task Learning from Unstructured Demonstrations ↗Scott Niekum2 citations
Computing Quantal Stackelberg Equilibrium in Extensive-Form Games ↗Jakub Černý, Viliam Lisý, Branislav Bošanský et al.2 citations
Content Recommendation for Attention Management in Unified Social Messaging ↗Hongxia Jin2 citations
Contract Scheduling With Predictions ↗Spyros Angelopoulos, Shahin Kamali2 citations
Cost-aware Graph Generation: A Deep Bayesian Optimization Approach ↗Jiaxu Cui, Bo Xiong Yang, Bingyi Sun et al.2 citations
Data-Driven Multimodal Patrol Planning for Anti-poaching ↗Weizhe Chen, Weinan Zhang, Duo Liu et al.2 citations
Data-driven Competitive Algorithms for Online Knapsack and Set Cover ↗Ali Zeynali, Bo Sun, Mohammad Hajiesmaili et al.2 citations
Deep Bayesian Quadrature Policy Optimization ↗Ravi Tej Akella, Kamyar Azizzadenesheli, Mohammad Ghavamzadeh et al.2 citations
Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures ↗Sebastian Risi, Kenneth Owen Stanley2 citations
Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization ↗Anush Sankaran, Olivier Mastropietro, Ehsan Saboori et al.2 citations
Demonstrating the Equivalence of List Based and Aggregate Metrics to Measure the Diversity of Recommendations (Student Abstract) ↗Maurizio Ferrari Dacrema2 citations
Differentially Private Clustering via Maximum Coverage ↗Matthew Jones, Huy Lê Nguyễn, Thy Nguyen2 citations
Differentially Private Decomposable Submodular Maximization ↗Anamay Chaturvedi, Huy Lê Nguyễn, Lydia Zakynthinou2 citations
Disjunctive Temporal Problems under Structural Restrictions ↗Konrad K. Dabrowski, Peter Jönsson, Sebastian Ordyniak et al.2 citations
Doc2Bot: Document grounded Bot Framework ↗Kshitij Fadnis, Pankaj Dhoolia, Li Zhu et al.2 citations
Double Oracle Algorithm for Computing Equilibria in Continuous Games ↗Lukáš Adam, Rostislav Horčı́k, Tomáš Kasl et al.2 citations
Efficient Optimization of Control Libraries ↗Debadeepta Dey, Tian Liu, Boris Sofman et al.2 citations
Efficient Robust Music Genre Classification with Depthwise Separable Convolutions and Source Separation ↗Gabriel Mersy2 citations
Empirical Best Practices On Using Product-Specific Schema.org ↗Mayank Kejriwal, Ravi Kiran Selvam, Chien-Chun Ni et al.2 citations
Empirical Regularization for Synthetic Sentence Pairs in Unsupervised Neural Machine Translation ↗Xi Ai, Bin Fang2 citations
Endomorphisms of Classical Planning Tasks ↗Rostislav Horčı́k, Daniel Fišer2 citations
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation ↗Qi Zhou, Haipeng Chen, Yitao Zheng et al.2 citations
Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks ↗Abrar Anwar2 citations
Expected Eligibility Traces ↗Hado P. van Hasselt, Sephora Madjiheurem, Matteo Hessel et al.2 citations
Explaining Neural Matrix Factorization with Gradient Rollback ↗Carolin Lawrence, Timo Sztyler, Mathias Niepert2 citations
Exploiting Shared Resource Dependencies in Spectrum Based Plan Diagnosis ↗Shekhar Gupta, Nico Roos, Cees Witteveen et al.2 citations
Exploring the Efficacy of Generic Drugs in Treating Cancer ↗Ioana Baldini, Mariana Bernagozzi, Sulbha Aggarwal et al.2 citations
Finding Needles in Heterogeneous Haystacks ↗Bijaya Adhikari, Liangyue Li, Nikhil Rao et al.2 citations
Finding and Certifying (Near-)Optimal Strategies in Black-Box Extensive-Form Games ↗Brian Hu Zhang, Tüomas Sandholm2 citations
Focused Inference and System P ↗Marco Wilhelm, Gabriele Kern-Isberner2 citations
Gaussian Process Priors for View-Aware Inference ↗Yuxin Hou, Ari Heljakka, Arno Solin2 citations
Geodesic-HOF: 3D Reconstruction Without Cutting Corners ↗Ziyun Wang, Eric Mitchell, Volkan Isler et al.2 citations
Graph Learning for Inverse Landscape Genetics ↗Prathamesh Dharangutte, Christopher Musco2 citations
Group Fairness by Probabilistic Modeling with Latent Fair Decisions ↗YooJung Choi, Meihua Dang, Guy Van den Broeck2 citations
High-Confidence Off-Policy (or Counterfactual) Variance Estimation ↗Yash Chandak, Shiv Shankar, Philip S. Thomas2 citations
How to Save your Annotation Cost for Panoptic Segmentation? ↗Xuefeng Du, Chenhan Jiang, Hang Xu et al.2 citations
IFDDS: An Anti-fraud Outbound Robot ↗Zihao Wang, Minghui Yang, Chunxiang Jin et al.2 citations
Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability ↗Shashank Shekhar, Ronen I. Brafman, Guy Shani2 citations
Improved Penalty Method via Doubly Stochastic Gradients for Bilevel Hyperparameter Optimization ↗Wanli Shi, Bin Gu2 citations
Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement (Student Abstract) ↗Prateek Garg, Murari Mandal, Pratik Narang2 citations
Improving Generative Moment Matching Networks with Distribution Partition ↗Yong Ren, Yucen Luo, Jun Zhu2 citations
Improving Gradient Flow with Unrolled Highway Expectation Maximization ↗Chonghyuk Song, Eun-Seok Kim, Inwook Shim2 citations
Integrating Learner Help Requests Using a POMDP in an Adaptive Training System ↗Jeremiah T. Folsom-Kovarik, Gita Sukthankar, Sae Lynne Schatz2 citations
Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations ↗Hoon Seo, Lodewijk Brand, Hua Wang et al.2 citations
Knowledge Refactoring for Inductive Program Synthesis ↗Sebastijan Dumančić, Tias Guns, Andrew Cropper2 citations
LB-DESPOT: Efficient Online POMDP Planning Considering Lower Bound in Action Selection (Student Abstract) ↗Chenyang Wu, Rui Kong, Guoyu Yang et al.2 citations
Large Norms of CNN Layers Do Not Hurt Adversarial Robustness ↗Youwei Liang, Dong Huang2 citations
Large Scale Temporal RDFS Reasoning Using MapReduce ↗Chang Liu, Guilin Qi, Yong Hai Yu2 citations
Learning Compositional Sparse Gaussian Processes with a Shrinkage Prior ↗Anh Tong, Toan M Tran, Hung Bui et al.2 citations
Learning Graph Neural Networks with Approximate Gradient Descent ↗Qunwei Li, Shaofeng Zou, Wenliang Zhong2 citations
Learning Transformation Rules by Examples ↗Bo Wu, Pedro A. Szekely, Craig A. Knoblock2 citations
Lenient Regret for Multi-Armed Bandits ↗Nadav Merlis, Shie Mannor2 citations
Leveraging on Deep Reinforcement Learning for Autonomous Safe Decision-Making in Highway On-ramp Merging (Student Abstract) ↗Zine el abidine Kherroubi, Samir Aknine, Rebiha Bacha2 citations
Longitudinal Deep Kernel Gaussian Process Regression ↗Junjie Liang, Yanting Wu, Dongkuan Xu et al.2 citations
Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) ↗Lucas Wayne Welch, Xudong Liu2 citations
Mind the Gap: Cake Cutting With Separation ↗Edith Elkind, Erel Segal-Halevi, Warut Suksompong2 citations
Mining Context-Aware Significant Travel Sequences from Geotagged Social Media ↗Abdul Majid, Chen Ling, Hamid Turab Mirza et al.2 citations
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games ↗Gabriele Farina, Tüomas Sandholm2 citations
Modeling Expert Knowledge in a Heuristic-Based Gin Rummy Agent ↗Sarah Larkin, William Collicott, Jason Hiebel2 citations
Multi-Party Campaigning ↗Martin Koutecký, Nimrod Talmon2 citations
Multi-Scale Games: Representing and Solving Games on Networks with Group Structure ↗Kun Jin, Yevgeniy Vorobeychik, Mingyan Liu2 citations
Near-Optimal MNL Bandits Under Risk Criteria ↗Guangyu Xi, Chao Tao, Yuan Zhou2 citations
Near-Optimal Regret Bounds for Contextual Combinatorial Semi-Bandits with Linear Payoff Functions ↗Kei Takemura, Shinji Ito, Daisuke Hatano et al.2 citations
Newton Optimization on Helmholtz Decomposition for Continuous Games ↗Giorgia Ramponi, Marcello Restelli2 citations
Objective-Based Hierarchical Clustering of Deep Embedding Vectors ↗Stanislav Naumov, Grigory Yaroslavtsev, Dmitrii Avdiukhin2 citations
On Convergence of Gradient Expected Sarsa(λ) ↗Long Yang, Gang Zheng, Yu Zhang et al.2 citations
On Learning Deep Models with Imbalanced Data Distribution ↗Puspita Majumdar, Richa Singh, Mayank Vatsa A2 citations
On the Softmax Bottleneck of Recurrent Language Models ↗Dwarak Govind Parthiban, Yongyi Mao, Diana Zaiu Inkpen2 citations
Online Sequence Alignment for Real-Time Audio Transcription by Non-Experts ↗Walter S. Lasecki, Christopher Miller, Donato Borrello et al.2 citations
Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization ↗Xichuan Zhou, Kui Liu, Cong Shi et al.2 citations
Ordered Completion for Logic Programs with Aggregates ↗Vernon Asuncion, Yan Zhang, Yi Zhou2 citations
Ordinal Historical Dependence in Graphical Event Models with Tree Representations ↗Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian2 citations
Path to Automating Ocean Health Monitoring ↗Mak Ahmad, J. Scott Penberthy, Abigail Powell2 citations
Persistence of Anti-vaccine Sentiment in Social Networks Through Strategic Interactions ↗A S M Ahsan-Ul Haque, Mugdha Thakur, Matthew Bielskas et al.2 citations
Persuading Voters in District-based Elections ↗Matteo Castiglioni, Nicola Gatti2 citations
Power in Liquid Democracy ↗Yuzhe Zhang, Davide Grossi2 citations
Pragmatic Code Autocomplete ↗Gabriel Poesia, Noah D. Goodman2 citations
Predictive Agent-Based Modeling of Natural Disasters Using Machine Learning ↗Favour Nerrise2 citations
Progression Heuristics for Planning with Probabilistic LTL Constraints ↗Ian Mallett, Sylvie Thiébaux, Felipe Trevizan2 citations
Projection-Free Bandit Optimization with Privacy Guarantees ↗Alina Ene, Huy Lê Nguyễn, Adrian Vladu2 citations

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📰 Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers