| | Enforced Amnesia as Way to Mitigate the Risk of Silent Suffering in Conscious AI (mlr.press) |
| 3 points by yegortk 15 days ago | past | 2 comments |
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| | Extracting Automata from Recurrent Neural Networks (2018) [pdf] (mlr.press) |
| 4 points by djoldman 84 days ago | past |
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| | Data processing pipeline for MIMIC-IV an open electronic health record dataset (mlr.press) |
| 1 point by teleforce 3 months ago | past |
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| | Neural Symbolic Regression that scales (2021) (mlr.press) |
| 1 point by liamdgray 4 months ago | past | 1 comment |
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| | Recasting Self-Attention with Holographic Reduced Representations (2023) (mlr.press) |
| 2 points by liamdgray 4 months ago | past | 1 comment |
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| | NLP from Scratch Without Pretraining [pdf] (mlr.press) |
| 1 point by nickpsecurity 11 months ago | past |
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| | Failures of Gradient-Based Deep Learning (2017) [pdf] (mlr.press) |
| 1 point by limoce on Aug 15, 2024 | past |
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| | Why Does Unsupervised Pre-Training Help Deep Learning? (mlr.press) |
| 2 points by makerdiety on March 17, 2024 | past |
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| | A Spline Theory of Deep Learning (mlr.press) |
| 1 point by sva_ on Feb 4, 2024 | past |
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| | Fairness in Machine Learning: Lessons from political philosophy [pdf] (mlr.press) |
| 1 point by Quinzel on June 6, 2023 | past | 1 comment |
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| | Implementing Probabilistic Languages via Transformational Compilation (mlr.press) |
| 2 points by larve on Oct 25, 2022 | past |
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| | Adaptive Gradient Descent Without Descent (mlr.press) |
| 2 points by pizza on May 14, 2022 | past | 1 comment |
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| | Universal Approximation with Deep Narrow Networks (2020) (mlr.press) |
| 1 point by leonry on Feb 11, 2022 | past |
|
| | How to Train 10k-Layer Vanilla Convolutional Neural Networks [pdf] (mlr.press) |
| 4 points by criticaltinker on Aug 16, 2021 | past | 3 comments |
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| | Compressing Deep Reinforcement Learning Policies into Symbolic Expressions [pdf] (mlr.press) |
| 3 points by legothief on Aug 11, 2021 | past |
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| | Dynamical Isometry and Mean Field Theory: How to Train 10k-Layer Vanilla CNNs [pdf] (mlr.press) |
| 2 points by criticaltinker on Aug 10, 2021 | past | 1 comment |
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| | The Complexity of Explaining Neural Networks Through (Group) Invariants [pdf] (mlr.press) |
| 1 point by TrinaryWorksToo on June 23, 2021 | past |
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| | From Word Embeddings to Document Distances (2015) [pdf] (mlr.press) |
| 2 points by andyxor on March 24, 2021 | past |
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| | Abstract Interpretation for Provably Robust Neural Networks [pdf] (mlr.press) |
| 2 points by groar on Feb 6, 2020 | past |
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| | Ithemal: Accurate, fast and portable throughput prediction for x86 codes [pdf] (mlr.press) |
| 3 points by charmen on June 18, 2019 | past |
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| | Dynamic Memory Networks for Visual and Textual Question Answering [pdf] (mlr.press) |
| 3 points by godelmachine on Feb 11, 2019 | past |
|
| | Learning Memory Access Patterns [pdf] (mlr.press) |
| 2 points by godelmachine on Aug 27, 2018 | past |
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| | DOPS Learning to Optimize Combinatorial Functions [pdf] (mlr.press) |
| 2 points by rurban on July 9, 2018 | past |
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| | World of Bits: An Open-Domain Platform for Web-Based Agents (mlr.press) |
| 2 points by strin on Aug 3, 2017 | past |
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| | Scaling Machine Learning as a Service Uber [pdf] (mlr.press) |
| 4 points by nsteenv on July 6, 2017 | past |
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| | Towards Automatically-Tuned Neural Networks [pdf] (mlr.press) |
| 1 point by blacksmythe on May 17, 2017 | past |
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