Peter J. Ramadge

10 papers · 2009–2022 · 2 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (10) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🧬 Topic Evolution 🏆 Keyword Champion 📈 Trend Setter 💎 Century Club (10) 🗃️ Keyword Collector (60)

Conferences

NIPS (9) ICLR (1)

Top co-authors

Tsung-Yen Yang (3) Karthik Narasimhan (3) Peter J Ramadge (3) James Haxby (2) Zhen J. Xiang (2) Uri Hasson (2) Ting-Han Fan (1) Janice Chen (1) Justinian P. Rosca (1) Hao Xu (1)

Keywords

dimensionality reduction (2) kernel methods (2) brain imaging (2) fmri analysis (2) fmri data (1) ensemble learning (1) feature learning (1) language modeling (1) compressed sensing (1) dynamics modeling (1) sparse representation (1) gaussian process (1) fmri data analysis (1) state estimation (1) state representation (1) sparse coding (1) cortical alignment (1) inter-subject alignment (1) spatial regularization (1) functional connectivity (1)

Papers

Learning Physics Constrained Dynamics Using Autoencoders NIPS 2022

KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation NIPS 2022

Safe Reinforcement Learning with Natural Language Constraints NIPS 2021

Projection-Based Constrained Policy Optimization ICLR 2020

Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters NIPS 2020

A Reduced-Dimension fMRI Shared Response Model NIPS 2015

Kernel Hyperalignment NIPS 2012

Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011

fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NIPS 2009

Boosting with Spatial Regularization NIPS 2009