Panagiotis Kyriakis

4 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)

Venues

ICLR (2) ICML (1) NeurIPS (1)

Top co-authors

Paul Bogdan (4) Nesreen K. Ahmed (1) Heng Ping (1) Jyotirmoy Deshmukh (1) Andrei Irimia (1) Eleni Miliotou (1) Iordanis Fostiropoulos (1) Theodore L. Willke (1) Peiyu Zhang (1) Guixiang Ma (1)

Research topics

Deep Learning (3) Machine Learning (3) Reinforcement Learning (2) Architectures (2) Core Methods (2) Learning Types (2) Methods (2) Optimization & Theory (2) Computer Science (1) Computer Vision (1) Healthcare & Medicine (1) Foundations (1) Generation (1) Models (1) Research (1)

Keywords

representation learning (2) reinforcement learning (1) policy optimization (1) policy gradient (1) graph classification (1) image reconstruction (1) topological data analysis (1) neural network optimization (1) fmri decoding (1) hierarchical model (1) implicit differentiation (1) projected gradient descent (1) pareto optimality (1) latent variable (1) variational autoencoder (1) latent space (1) multi-objective reinforcement learning (1) actor-critic method (1) directed acyclic graph (1) computation graph (1)

Papers

A Structure-Aware Framework for Learning Device Placements on Computation Graphs NeurIPS 2024 Generative Decoding of Visual Stimuli ICML 2023 Pareto Policy Adaptation ICLR 2022 Learning Hyperbolic Representations of Topological Features ICLR 2021