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Theory

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Papers

Ridgeless Regression with Random Features IJCAI 2022
Rethinking the Setting of Semi-supervised Learning on Graphs IJCAI 2022
Tessellation-Filtering ReLU Neural Networks IJCAI 2022
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes IJCAI 2022
Estimation and Comparison of Linear Regions for ReLU Networks IJCAI 2022
Tight Bounds for Hybrid Planning IJCAI 2022
Online Planning in POMDPs with Self-Improving Simulators IJCAI 2022
On the Computational Complexity of Model Reconciliations IJCAI 2022
A Native Qualitative Numeric Planning Solver Based on AND/OR Graph Search IJCAI 2022
DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections IJCAI 2022
On the Expressivity of Markov Reward (Extended Abstract) IJCAI 2022
Capturing Homomorphism-Closed Decidable Queries with Existential Rules (Extended Abstract) IJCAI 2022
The Shapley Value in Machine Learning IJCAI 2022
On the First-Order Rewritability of Ontology-Mediated Queries in Linear Temporal Logic (Extended Abstract) IJCAI 2022
A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract) IJCAI 2022
Ethics and Governance of Artificial Intelligence: A Survey of Machine Learning Researchers (Extended Abstract) IJCAI 2022
Interaction and Expressivity in Collective Decision-Making IJCAI 2022
Towards Theoretically Grounded Evolutionary Learning IJCAI 2022
Together about Dementia IJCAI 2022
Every word counts: A multilingual analysis of individual human alignment with model attention IJCNLP 2022
Text Characterization Toolkit (TCT) IJCNLP 2022
Unifying Cosine and PLDA Back-ends for Speaker Verification INTERSPEECH 2022
MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources INTERSPEECH 2022
Toward Zero Oracle Word Error Rate on the Switchboard Benchmark INTERSPEECH 2022
Which Model is Best: Comparing Methods and Metrics for Automatic Laughter Detection in a Naturalistic Conversational Dataset INTERSPEECH 2022