Mathematics & Optimization

Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression NeurIPS 2024 Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data AAAI 2024 Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design JMLR 2024 Estimating the Replication Probability of Significant Classification Benchmark Experiments JMLR 2024 Estimation of partially known Gaussian graphical models with score-based structural priors AISTATS 2024 Estimation of Sparse Gaussian Graphical Models with Hidden Clustering Structure JMLR 2024 Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator JMLR 2024 Euler Characteristic Tools for Topological Data Analysis JMLR 2024 Evaluation of Project Performance in Participatory Budgeting IJCAI 2024 Even Sparser Graph Transformers NeurIPS 2024 Evidence Estimation in Gaussian Graphical Models Using a Telescoping Block Decomposition of the Precision Matrix JMLR 2024 Exact Algorithms and Lowerbounds for Multiagent Path Finding: Power of Treelike Topology AAAI 2024 Exact ASP Counting with Compact Encodings AAAI 2024 Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families AAAI 2024 Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals NeurIPS 2024 Exactly Solving Minimum Dominating Set and Its Generalization IJCAI 2024 Exact Mean Square Linear Stability Analysis for SGD COLT 2024 Exact Soft Analytical Side-Channel Attacks using Tractable Circuits ICML 2024 Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization AAAI 2024 Expanding the Reach of Social Choice Theory IJCAI 2024 Experimental evaluation of MOS, AB and BWS listening test designs Interspeech 2024 Exploiting Data Geometry in Machine Learning AAAI 2024 Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024 Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring ICML 2024 Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment JMLR 2024