Much Easier Said Than Done: Falsifying the Causal Relevance of Linear Decoding Methods
Comments 6 pages, 3 figures, to be published in I Can't Believe It's Note Better Workshop at NeurIPS 2022
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Strong-Lensing Source Reconstruction with Denoising Diffusion Restoration Models
Comments Accepted for the NeurIPS 2022 workshop Machine Learning and the Physical Sciences; 9 pages, 4 figures
FLock: Defending Malicious Behaviors in Federated Learning with Blockchain
Comments Accepted by NeurIPS 2022 Workshop
Toward Human-AI Co-creation to Accelerate Material Discovery
Comments 9 pages, 5 figures, NeurIPS 2022 WS: AI4Science
Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRank
Comments Accepted at the "NeurIPS 2022 New Frontiers in Graph Learning Workshop (NeurIPS GLFrontiers 2022)"
A Neural Network Subgrid Model of the Early Stages of Planet Formation
Comments 6 pages, 4 figures, accepted at the Machine Learning and the Physical Sciences workshop, NeurIPS 2022
Inferring Class Label Distribution of Training Data from Classifiers: An Accuracy-Augmented Meta-Classifier Attack
Comments 12 pages, 2022 Trustworthy and Socially Responsible Machine Learning (TSRML 2022) co-located with NeurIPS 2022
Selective compression learning of latent representations for variable-rate image compression
Comments Accepted as a NeurIPS 2022 paper. [Github] https://github.com/JooyoungLeeETRI/SCR
Hilbert Distillation for Cross-Dimensionality Networks
Comments Accepted at NeurIPS 2022
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error
Comments Accepted at 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization
Comments 25 pages, 3 figures, NeurIPS 2022 workshop OPT 2022 (14th Annual Workshop on Optimization for Machine Learning)
AutoML-based Almond Yield Prediction and Projection in California
Comments Submitted to Tackling Climate Change with Machine Learning: workshop at NeurIPS 2022
Proactive Detractor Detection Framework Based on Message-Wise Sentiment Analysis Over Customer Support Interactions
Comments 10 pages, 4 figures, 1 table. Already accepted at NeurIPS 2022, LatinX in AI Workshop
Learned 1-D advection solver to accelerate air quality modeling
Comments Accepted as a workshop paper at the The Symbiosis of Deep Learning and Differential Equations (DLDE) - II in the 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
Comments NeurIPS, 2022 (36th Conference on Neural Information Processing Systems)
UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection
Comments To Appear at Medical Imaging meets NeurIPS Workshop 2022
Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
Comments Paper presented at InfoCog @ NeurIPS 2022
State Advantage Weighting for Offline RL
Comments 3rd Offline RL workshop at NeurIPS 2022. arXiv admin note: text overlap with arXiv:2206.07989
Quantifying attention via dwell time and engagement in a social media browsing environment
Comments All Things Attention NeurIPS Workshop
Improving Assistive Robotics with Deep Reinforcement Learning
Comments Accepted to the 2022 NeurIPS Deep RL Workshop
Beyond spectral gap: The role of the topology in decentralized learning
Comments NeurIPS 2022
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength
Comments NeurIPS 2022 Workshop CML4Impact Workshop Camera Ready
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery
Comments Accepted to NeurIPS 2022. 10 pages (25 with references and supplement)
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
Comments Accepted by Neurips 2022
Monte Carlo Techniques for Addressing Large Errors and Missing Data in Simulation-based Inference
Comments 8 pages, 2 figures, accepted to the Machine Learning and the Physical Sciences workshop at NeurIPS 2022
Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations
Comments 19 Pages, Accepted at Workshop on Transfer Learning for Natural Language Processing, NeurIPS 2022
Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes
Comments Accepted in the NeurIPS 2022 workshop on Tackling Climate Change with Machine Learning. Authors Vanessa Boehm, Wei Ji Leong, Ragini Bal Mahesh, Ioannis Prapas contributed equally as researchers for the Frontier Development Lab (FDL) 2022
Quantitative Assessment of Drought Impacts Using XGBoost based on the Drought Impact Reporter
Comments 4 pages with 2 figures and 1 table. NeurIPS workshop on Tackling Climate Change with Machine Learning, 2020
Random initialisations performing above chance and how to find them
Comments NeurIPS 2022, 14th Annual Workshop on Optimization for Machine Learning (OPT2022)
pyGSL: A Graph Structure Learning Toolkit
Comments Accepted at NeurIPS 2022: New Frontiers in Graph Learning Workshop
