Add recent readings

tex/forest.bib

@@ -1185,3 +1185,61 @@ @article{schleich2023optimizing
   biburl       = {https://dblp.org/rec/journals/pacmmod/SchleichSS23.bib},
   bibsource    = {dblp computer science bibliography, https://dblp.org}
 }
+
+@article{naumann2024matrix,
+  title={A Matrix-Free Exact Newton Method},
+  author={Naumann, Uwe},
+  journal={SIAM Journal on Scientific Computing},
+  volume={46},
+  number={3},
+  pages={A1423--A1440},
+  year={2024},
+  publisher={SIAM}
+}
+
+@inproceedings{siskind2019automatic,
+  title={Automatic Differentiation: Inverse Accumulation Mode},
+  author={Siskind, Jeffrey Mark},
+  booktitle={Program Transformations for ML Workshop at NeurIPS 2019},
+  year={2019}
+}
+
+@article{sharma2024comprehensive,
+  title={A Comprehensive Overview of GPU Accelerated Databases},
+  author={Sharma, Harshit and Sharma, Anmol},
+  journal={arXiv preprint arXiv:2406.13831},
+  year={2024}
+}
+
+@article{low2023gafro,
+  title={gafro: Geometric Algebra for Robotics},
+  author={L{\"o}w, Tobias and Abbet, Philip and Calinon, Sylvain},
+  journal={arXiv preprint arXiv:2310.19090},
+  year={2023}
+}
+
+@article{eid2024developing,
+  title={Developing GA-FuL: A Generic Wide-Purpose Library for Computing with Geometric Algebra},
+  author={Eid, Ahmad Hosny and Montoya, Francisco G},
+  journal={Mathematics},
+  volume={12},
+  number={14},
+  pages={2272},
+  year={2024},
+  publisher={MDPI}
+}
+
+@article{shaikhha2023nabla,
+  title={$nabla$ SD: Differentiable Programming for Sparse Tensors},
+  author={Shaikhha, Amir and Huot, Mathieu and Hashemian, Shideh},
+  journal={arXiv preprint arXiv:2303.07030},
+  year={2023}
+}
+
+@inproceedings{zhao2024felix,
+  title={Felix: Optimizing Tensor Programs with Gradient Descent},
+  author={Zhao, Yifan and Sharif, Hashim and Adve, Vikram and Misailovic, Sasa},
+  booktitle={Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3},
+  pages={367--381},
+  year={2024}
+}

trees/refs/eid2024developing.tree

@@ -0,0 +1,18 @@
+% ["forest"]
+\title{Developing GA-FuL: A generic wide-purpose library for computing with geometric algebra}
+\date{2024}
+\author{Ahmad Hosny Eid}\author{Francisco G Montoya}
+\taxon{reference}
+
+\meta{bibtex}{\startverb
+@article{eid2024developing,
+ title = {Developing GA-FuL: A Generic Wide-Purpose Library for Computing with Geometric Algebra},
+ author = {Eid, Ahmad Hosny and Montoya, Francisco G},
+ year = {2024},
+ journal = {Mathematics},
+ volume = {12},
+ number = {14},
+ pages = {2272},
+ publisher = {MDPI}
+}
+\stopverb}

trees/refs/low2023gafro.tree

@@ -0,0 +1,14 @@
+% ["forest"]
+\title{Gafro: Geometric algebra for robotics}
+\date{2023}
+\author{Tobias Löw}\author{Philip Abbet}\author{Sylvain Calinon}
+\taxon{reference}
+
+\meta{bibtex}{\startverb
+@article{low2023gafro,
+ title = {gafro: Geometric Algebra for Robotics},
+ author = {L{\"o}w, Tobias and Abbet, Philip and Calinon, Sylvain},
+ year = {2023},
+ journal = {arXiv preprint arXiv:2310.19090}
+}
+\stopverb}

trees/refs/naumann2024matrix.tree

@@ -0,0 +1,18 @@
+% ["forest"]
+\title{A matrix-free exact newton method}
+\date{2024}
+\author{Uwe Naumann}
+\taxon{reference}
+
+\meta{bibtex}{\startverb
+@article{naumann2024matrix,
+ title = {A Matrix-Free Exact Newton Method},
+ author = {Naumann, Uwe},
+ year = {2024},
+ journal = {SIAM Journal on Scientific Computing},
+ volume = {46},
+ number = {3},
+ pages = {A1423--A1440},
+ publisher = {SIAM}
+}
+\stopverb}

trees/refs/shaikhha2023nabla.tree

@@ -0,0 +1,14 @@
+% ["manual", "forest"]
+\title{∇SD: Differentiable programming for sparse tensors}
+\date{2023}
+\author{Amir Shaikhha}\author{Mathieu Huot}\author{Shideh Hashemian}
+\taxon{reference}
+
+\meta{bibtex}{\startverb
+@article{shaikhha2023nabla,
+ title = {$nabla$ SD: Differentiable Programming for Sparse Tensors},
+ author = {Shaikhha, Amir and Huot, Mathieu and Hashemian, Shideh},
+ year = {2023},
+ journal = {arXiv preprint arXiv:2303.07030}
+}
+\stopverb}

trees/refs/sharma2024comprehensive.tree

@@ -0,0 +1,14 @@
+% ["forest"]
+\title{A comprehensive overview of GPU accelerated databases}
+\date{2024}
+\author{Harshit Sharma}\author{Anmol Sharma}
+\taxon{reference}
+
+\meta{bibtex}{\startverb
+@article{sharma2024comprehensive,
+ title = {A Comprehensive Overview of GPU Accelerated Databases},
+ author = {Sharma, Harshit and Sharma, Anmol},
+ year = {2024},
+ journal = {arXiv preprint arXiv:2406.13831}
+}
+\stopverb}

trees/refs/siskind2019automatic.tree

@@ -0,0 +1,14 @@
+% ["forest"]
+\title{Automatic differentiation: Inverse accumulation mode}
+\date{2019}
+\author{Jeffrey Mark Siskind}
+\taxon{reference}
+
+\meta{bibtex}{\startverb
+@inproceedings{siskind2019automatic,
+ title = {Automatic Differentiation: Inverse Accumulation Mode},
+ author = {Siskind, Jeffrey Mark},
+ year = {2019},
+ booktitle = {Program Transformations for ML Workshop at NeurIPS 2019}
+}
+\stopverb}

trees/uts-0018.tree

@@ -15,6 +15,13 @@
 \subtree[2024-10]{
 \title{October, 2024}
 
+\mdblock{10-16}{
+- read \citek{siskind2019automatic} and \citek{naumann2024matrix}, seems limited, but have some good references
+- skim \citek{low2023gafro} (good library and benchmark) and \citek{eid2024developing} (good refs, but in C#)
+- skim \citek{sharma2024comprehensive}, an interesting area with sparse tensors as an in-memory database in mind
+- skim \citek{zhao2024felix} ([uiuc-arc/felix](https://github.com/uiuc-arc/felix)), which uses egg
+}
+
 \mdblock{10-15}{
 - found \citek{raptis2024functoriality}
 - found \citek{shaikhha2024tensor} and \citek{zhao2024felix}