Empirical Bounds on Linear Regions of Deep Rectifier Networks
Comments AAAI 2020
期刊&会议
AAAI
AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence
That and There: Judging the Intent of Pointing Actions with Robotic Arms
Comments Accepted to AAAI 2020, New York City
Active learning in the geometric block model
Comments The conference version will appear in AAAI-20
RTN: Reparameterized Ternary Network
Comments To appear at AAAI-20
Towards Universal Languages for Tractable Ontology Mediated Query Answering
Comments 10 pages, 1 figure, the full version of a paper accepted for AAAI 2020. Some typos have been corrected
Practical Federated Gradient Boosting Decision Trees
Comments Accepted to AAAI-20
Meta-descent for Online, Continual Prediction
Comments AAAI Conference on Artificial Intelligence 2019. v2: Correction to Baird's counterexample. A bug in the code lead to results being reported for AMSGrad in this experiment, when they were actually results for Adam
CORE: Automatic Molecule Optimization Using Copy & Refine Strategy
Comments Accepted by AAAI 2020
An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks
Comments AAAI 2020
Automatically Neutralizing Subjective Bias in Text
Comments To appear at AAAI 2020
Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs
Comments Published at AAAI-2020 58 pages
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction
Comments Accepted at AAAI 2020
Quality of syntactic implication of RL-based sentence summarization
Comments AAAI-20 Workshop on Engineering Dependable and Secure Machine Learning Systems (EDSMLS 2020)
Just Add Functions: A Neural-Symbolic Language Model
Comments Preprint of paper accepted for AAAI-2020
Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology
Comments AAAI 2020
TANet: Robust 3D Object Detection from Point Clouds with Triple Attention
Comments AAAI 2020(Oral)
Towards Better Forecasting by Fusing Near and Distant Future Visions
Comments Accepted by AAAI 2020
Why Do Neural Response Generation Models Prefer Universal Replies?
Comments Preprint of the paper presented to the AAAI 2020 Workshop on Interactive and Conversational Recommendation Systems (WICRS)
Robust Market Equilibria with Uncertain Preferences
Comments Extended preprint of an article accepted to AAAI-20. Contains supplementary material as appendices. Due to figures, this manuscript is best printed in color
edBB: Biometrics and Behavior for Assessing Remote Education
Comments Preprint of the paper presented to the Workshop on Artificial Intelligence for Education (AI4EDU) of AAAI 2020
ColosseumRL: A Framework for Multiagent Reinforcement Learning in $N$-Player Games
Comments Accepted for the 2020 AAAI Spring Symposium, Challenges and Opportunities for Multi-Agent Reinforcement Learning. Source code available at https://github.com/colosseumrl/colosseumrl/
Learning and Reasoning for Robot Sequential Decision Making under Uncertainty
Comments In proceedings of 34th AAAI conference on Artificial Intelligence, 2020
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps
Comments AAAI 2020
Patchy Image Structure Classification Using Multi-Orientation Region Transform
Comments Accepted by AAAI 2020
Strongly Budget Balanced Auctions for Multi-Sided Markets
Comments Preliminary version accepted to AAAI 2020. This version adds (1) External competition auction for arbitrary recipe vectors; (2) Obvious-truthfulness proof; (3) Simulation experiments
An ADMM Based Framework for AutoML Pipeline Configuration
Journal ref published at AAAI 2020
On the Generation of Medical Question-Answer Pairs
Comments AAAI 2020
What Do You Mean I'm Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant
Comments Presented at the AAAI 2020 Workshop on Interactive and Conversational Recommendation Systems
Integrating Deep Learning with Logic Fusion for Information Extraction
Comments Accepted in AAAI 2020
Improved PAC-Bayesian Bounds for Linear Regression
Journal ref Thirty-Fourth AAAI Conference on Artificial Intelligence, Feb 2020, New York, United States
