Sean Kulinski

4 papers · 2020–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

CVPR (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

David I. Inouye (3) Murat Kocaoglu (1) James Z. Hare (1) David I Inouye (1) Zeyu Zhou (1) Ruqi Bai (1) Saurabh Bagchi (1) Nicholas R. Waytowich (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Application Areas (2) Core AI (2) Data Science & Analytics (1) Deep Learning (1) Reinforcement Learning (1) Applications · Reinforcement Learning (1) Applications · Data Science & Analytics (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

distribution shift (2) reinforcement learning (1) optimal transport (1) density models (1) multivariate time series (1) generative model (1) latent variable (1) normalizing flow (1) structural causal model (1) tabular data (1) spatial reasoning (1) starcraft ii (1) multi-agent environment (1) hyperspectral image (1) interpretable mapping (1) percentexplained metric (1) image data (1) multi-agent system (1) game state (1) game replay (1)

Papers

Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models ICLR 2024 StarCraftImage: A Dataset for Prototyping Spatial Reasoning Methods for Multi-Agent Environments CVPR 2023 Towards Explaining Distribution Shifts ICML 2023 Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests NeurIPS 2020