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Volume 129: Asian Conference on Machine Learning, 18-20 November 2020, Bangkok, Thailand
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Editors: Sinno Jialin Pan, Masashi Sugiyama
A Distance-Weighted Class-Homogeneous Neighbourhood Ratio for Algorithm Selection
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:1-16
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Semantic-Guided Shared Feature Alignment for Occluded Person Re-IDentification
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:17-32
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Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:33-48
A Novel Higher-order Weisfeiler-Lehman Graph Convolution
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:49-64
A One-step Approach to Covariate Shift Adaptation
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:65-80
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A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:81-96
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AARM: Action Attention Recalibration Module for Action Recognition
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:97-112
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Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:113-128
Bidirectional Dependency-Guided Attention for Relation Extraction
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:129-144
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Boosting-Based Reliable Model Reuse
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:145-160
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Bridging Ordinary-Label Learning and Complementary-Label Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:161-176
CCA-Flow: Deep Multi-view Subspace Learning with Inverse Autoregressive Flow
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:177-192
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Collaborative Exploration in Stochastic Multi-Player Bandits
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:193-208
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Constrained Reinforcement Learning via Policy Splitting
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:209-224
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Convergence Rates of a Momentum Algorithm with Bounded Adaptive Step Size for Nonconvex Optimization
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:225-240
Data-Dependent Conversion to a Compact Integer-Weighted Representation of a Weighted Voting Classifier
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:241-256
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Deep Dynamic Boosted Forest
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:257-272
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Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:273-288
DFQF: Data Free Quantization-aware Fine-tuning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:289-304
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Disentangled Representations for Sequence Data using Information Bottleneck Principle
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:305-320
Dual Learning: Theoretical Study and an Algorithmic Extension
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:321-336
Efficient Attention Calibration Network for Real-Time Semantic Segmentation
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:337-352
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Enhancing Topic Models by Incorporating Explicit and Implicit External Knowledge
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:353-368
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Exact Passive-Aggressive Algorithms for Multiclass Classification Using Bandit Feedbacks
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:369-384
FIREPruning: Learning-based Filter Pruning for Convolutional Neural Network Compression
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:385-400
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Foolproof Cooperative Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:401-416
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Geodesically-convex optimization for averaging partially observed covariance matrices
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:417-432
Inferring Continuous Treatment Doses from Historical Data via Model-Based Entropy-Regularized Reinforcement Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:433-448
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Inverse Visual Question Answering with Multi-Level Attentions
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:449-464
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Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:465-480
Learning Code Changes by Exploiting Bidirectional Converting Deviation
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:481-496
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Learning Dynamic Context Graph Embedding
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:497-512
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Learning from Label Proportions with Consistency Regularization
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:513-528
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Learning Interpretable Models using Soft Integrity Constraints
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:529-544
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Thompson Sampling for Unsupervised Sequential Selection
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:545-560
MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:561-576
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Monte-Carlo Graph Search: the Value of Merging Similar States
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:577-592
NENN: Incorporate Node and Edge Features in Graph Neural Networks
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:593-608
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Network Representation Learning Algorithm Based on Neighborhood Influence Sequence
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:609-624
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Polytime Decomposition of Generalized Submodular Base Polytopes with Efficient Sampling
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:625-640
Partially Observable Markov Decision Process Modelling for Assessing Hierarchies
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:641-656
Proxy Network for Few Shot Learning
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:657-672
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Scalable Inference on the Soft Affiliation Graph Model for Overlapping Community Detection
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:673-688
Randomness Efficient Feature Hashing for Sparse Binary Data
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:689-704
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Scaling up Simhash
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:705-720
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Robust Document Distance with Wasserstein-Fisher-Rao metric
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:721-736
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Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:737-752
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Scalable Calibration of Affinity Matrices from Incomplete Observations
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:753-768
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PSForest: Improving Deep Forest via Feature Pooling and Error Screening
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:769-781
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Robust Deep Ordinal Regression under Label Noise
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:782-796
A foreground detection algorithm for Time-of-Flight cameras adapted dynamic integration time adjustment and multipath distortions
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:797-810
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A New Representation Learning Method for Individual Treatment Effect Estimation: Split Covariate Representation Network
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:811-822
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Localizing and Amortizing: Efficient Inference for Gaussian Processes
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:823-836
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Towards Understanding and Improving the Transferability of Adversarial Examples in Deep Neural Networks
; Proceedings of The 12th Asian Conference on Machine Learning, PMLR 129:837-850
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