Machine Learning

Predicting COVID-19 pandemic by spatio-temporal graph neural networks: A New Zealand's study

Predicting COVID-19 pandemic by spatio-tempora...

Machine Learning
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Arwa Alnajashi
3 views
Backprop Diffusion is Biologically Plausible

Backprop Diffusion is Biologically Plausible

Machine Learning
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Isaak Bruno
309 views
Adaptive Attention Span in Transformers

Adaptive Attention Span in Transformers

Machine Learning
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ScienceCast Board
16 views
Regression with Linear Factored Functions

Regression with Linear Factored Functions

Machine Learning
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evgenii-klebanov
23 views
Distributional Offline Continuous-Time Reinforcement Learning with Neural Physics-Informed PDEs (SciPhy RL for DOCTR-L)

Distributional Offline Continuous-Time Reinfor...

Machine Learning
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ighalp
22 views
Distributional Offline Continuous-Time Reinforcement Learning with Neural Physics-Informed PDEs (SciPhy RL for DOCTR-L)

Distributional Offline Continuous-Time Reinfor...

Machine Learning
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ighalp
22 views
Is Attention All What You Need? -- An Empirical Investigation on Convolution-Based Active Memory and Self-Attention

Is Attention All What You Need? -- An Empirica...

Machine Learning
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legendblackguardian
23 views
Deep Learning of Representations: Looking Forward

Deep Learning of Representations: Looking Forward

Machine Learning
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Isaak Bruno
27 views
Attention that does not Explain Away

Attention that does not Explain Away

Machine Learning
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levymoshe16
28 views
Neural Networks Regularization Through Class-wise Invariant Representation Learning

Neural Networks Regularization Through Class-w...

Machine Learning
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sysbit-technology
29 views
Deep Learning in Computational Biology: Advancements, Challenges, and Future Outlook

Deep Learning in Computational Biology: Advanc...

Machine Learning
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sureshkumar
63 views
Improving the Knowledge Gradient Algorithm

Improving the Knowledge Gradient Algorithm

Machine Learning
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Le Yang
53 views
A Global Multi-Unit Calibration as a Method for Large Scale IoT Particulate Matter Monitoring Systems Deployments

A Global Multi-Unit Calibration as a Method fo...

Machine Learning
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Saverio De Vito
34 views
Lifting the Veil: Unlocking the Power of Depth in Q-learning

Lifting the Veil: Unlocking the Power of Depth...

Machine Learning
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Shao-Bo Lin
34 views
Trustworthy Edge Machine Learning: A Survey

Trustworthy Edge Machine Learning: A Survey

Machine Learning
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Xiaojie Wang
27 views
A Comprehensive and Reliable Feature Attribution Method: Double-sided Remove and Reconstruct (DoRaR)

A Comprehensive and Reliable Feature Attributi...

Machine Learning
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Dong Qin
28 views
Closing the Gap Between the Upper Bound and the Lower Bound of Adam's Iteration Complexity

Closing the Gap Between the Upper Bound and th...

Machine Learning
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Bohan Wang
35 views
On kernel-based statistical learning in the mean field limit

On kernel-based statistical learning in the me...

Machine Learning
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Christian Fiedler
25 views
Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores

Adversarial Anomaly Detection using Gaussian P...

Machine Learning
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Fiete Lüer
29 views
Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling

Sample Complexity Bounds for Score-Matching: C...

Machine Learning
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Zhenyu Zhu
21 views
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models

Ask more, know better: Reinforce-Learned Promp...

Machine Learning
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David Mguni
32 views
Improving Intrinsic Exploration by Creating Stationary Objectives

Improving Intrinsic Exploration by Creating St...

Machine Learning
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Joshua Romoff
40 views
Proportional Fairness in Clustering: A Social Choice Perspective

Proportional Fairness in Clustering: A Social ...

Machine Learning
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Leon Kellerhals
29 views
Is Scaling Learned Optimizers Worth It? Evaluating The Value of VeLO's 4000 TPU Months

Is Scaling Learned Optimizers Worth It? Evalua...

Machine Learning
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Fady Rezk
35 views
Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive Learning

Alignment and Outer Shell Isotropy for Hyperbo...

Machine Learning
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Yifei Zhang
30 views
Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice

Robustness of Algorithms for Causal Structure ...

Machine Learning
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Damian Machlanski
41 views
Deep Transformed Gaussian Processes

Deep Transformed Gaussian Processes

Machine Learning
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Francisco Javier Sa´ez-Maldonado
30 views
$α$-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing

$α$-Mutual Information: A Tunable Privacy Meas...

Machine Learning
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MirHamed Jafarzadeh Asl
31 views
Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning

Guided Data Augmentation for Offline Reinforce...

Machine Learning
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Nicholas Corrado
49 views
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt

Learning to Search Feasible and Infeasible Reg...

Machine Learning
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Yining Ma
28 views
Heterogeneous Federated Learning with Group-Aware Prompt Tuning

Heterogeneous Federated Learning with Group-Aw...

Machine Learning
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Wenlong Deng
25 views
Optimal Transport for Treatment Effect Estimation

Optimal Transport for Treatment Effect Estimation

Machine Learning
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Hao Wang
23 views
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