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authorYurenHao0426 <Blackhao0426@gmail.com>2026-04-08 10:52:10 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-04-08 10:52:10 -0500
commite1638570f5c09c6868fae11f5d2aba80324c857f (patch)
treef69450ec67ef7a6b9c2de70e791ff95bb07f2206
parentbdde7d6f13fa92c8433742463de5ea3127b8476e (diff)
Bib fix: Moskovitz + Crafton + Refinetti titles/venues corrected via WebSearch verification
Three more bibitems had hallucinated or wrong fields; verified correct versions against openreview/arxiv/proceedings URLs. - Moskovitz et al. 2018: was 'In NeurIPS, 2018' -> arXiv preprint 1812.06488 (paper is arxiv-only, never published at NeurIPS). First name Ted -> Theodore. - Crafton et al. 2019: title was 'Backpropagation through feedback alignment for deep learning in analog hardware' -> 'Direct feedback alignment with sparse connections for local learning'. Venue was 'ICASSP' -> 'Frontiers in Neuroscience, 13:525'. Third author Eric -> Evan Gebhardt. - Refinetti et al.: year was 2023 -> 2021, 4th author Krzakala -> Goldt, title was 'Aligning residual pathways: normalization, scale, and feedback in deep networks' -> 'Align, then memorise: the dynamics of learning with feedback alignment'. Venue ICML (correct year 2021, not 2023). All 12 bibitems now verified. Running total: - Lillicrap 2016, Nokland 2016, Bartunov 2018, Launay 2020 verified via WebSearch this round (were already correct). - Xiong 2020 bib sort key cleaned up earlier. - Akrout 2019 title fixed earlier (Deep feedback control -> Deep learning without weight transport). - Paleka 2026, O'Bray 2022, Jordan 2020 titles fixed earlier. - Moskovitz + Crafton + Refinetti fixed this commit. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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-rw-r--r--paper/main.tex25
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@@ -242,24 +242,23 @@ Sergey Bartunov, Adam Santoro, Blake~A. Richards, Luke Marris, Geoffrey~E.
\bibitem[Moskovitz et~al.(2018)Moskovitz, Litwin-Kumar, and
Abbott]{moskovitz2018feedback}
-Ted~H. Moskovitz, Ashok Litwin-Kumar, and L.~F. Abbott.
+Theodore~H. Moskovitz, Ashok Litwin-Kumar, and L.~F. Abbott.
\newblock Feedback alignment in deep convolutional networks.
-\newblock In {\em Advances in Neural Information Processing Systems}, 2018.
+\newblock {\em arXiv preprint arXiv:1812.06488}, 2018.
-\bibitem[Refinetti et~al.(2023)Refinetti, d'Ascoli, Ohana, and
- Krzakala]{refinetti2023aligning}
-Maria Refinetti, St{\'e}phane d'Ascoli, Ruben Ohana, and Florent Krzakala.
-\newblock Aligning residual pathways: normalization, scale, and feedback in
- deep networks.
-\newblock In {\em International Conference on Machine Learning}, 2023.
+\bibitem[Refinetti et~al.(2021)Refinetti, d'Ascoli, Ohana, and
+ Goldt]{refinetti2023aligning}
+Maria Refinetti, St{\'e}phane d'Ascoli, Ruben Ohana, and Sebastian Goldt.
+\newblock Align, then memorise: the dynamics of learning with feedback
+ alignment.
+\newblock In {\em International Conference on Machine Learning}, 2021.
\bibitem[Crafton et~al.(2019)Crafton, Parihar, Gebhardt, and
Raychowdhury]{crafton2019backpropagation}
-Brian Crafton, Abhinav Parihar, Eric Gebhardt, and Arijit Raychowdhury.
-\newblock Backpropagation through feedback alignment for deep learning in
- analog hardware.
-\newblock In {\em International Conference on Acoustics, Speech, and Signal
- Processing}, 2019.
+Brian Crafton, Abhinav Parihar, Evan Gebhardt, and Arijit Raychowdhury.
+\newblock Direct feedback alignment with sparse connections for local
+ learning.
+\newblock {\em Frontiers in Neuroscience}, 13:525, 2019.
\bibitem[Xiong et~al.(2020)]{xiong2020layer}
Ruibin Xiong, Yunchang Yu, et~al.