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authorTom Smeding <tom@tomsmeding.com>2022-08-07 21:34:20 +0200
committerTom Smeding <tom@tomsmeding.com>2022-08-07 21:34:20 +0200
commitf133be72b65c2f685fac8574bf38c2549343214a (patch)
tree0534b6cc28b782f5fe9d64d1098cbd78e5de7ca8 /publications.json
parent6082f4ca1060bdf1873a71cfc7b8b2df289e71f7 (diff)
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+{
+ "authors": {
+ "tom": "Tom Smeding",
+ "matthijs": "Matthijs V&aacute;k&aacute;r"
+ },
+ "pubs": [
+ {
+ "year": 2022,
+ "month": 7,
+ "authors": ["tom", "matthijs"],
+ "title": "Efficient Dual-Numbers Reverse AD via Well-Known Program Transformations",
+ "preprint": "submitted to POPL",
+ "links": [
+ {"type": "arxiv", "id": "2207.03418"},
+ {"type": "code", "url": "https://github.com/tomsmeding/ad-dualrev-th"}
+ ]
+ },
+ {
+ "year": 2022,
+ "month": 6,
+ "authors": ["matthijs", "tom"],
+ "title": "CHAD: Combinatory Homomorphic Automatic Differentiation",
+ "preprint": "to be published in TOPLAS",
+ "links": [
+ {"type": "arxiv", "id": "2103.15776"},
+ {"type": "code", "url": "https://github.com/VMatthijs/CHAD"}
+ ]
+ },
+ {
+ "year": 2022,
+ "month": 5,
+ "authors": ["tom", "matthijs"],
+ "title": "Dual-Numbers Reverse AD, Efficiently",
+ "preprint": true,
+ "links": [
+ {"type": "arxiv", "id": "2205.11368"},
+ {"type": "code", "url": "https://github.com/tomsmeding/ad-dualrev-th"}
+ ]
+ },
+ {
+ "year": 2021,
+ "authors": ["tom"],
+ "title": "Reverse Automatic Differentiation for Accelerate",
+ "note": "Master thesis at Utrecht University. Supervisors: Trevor McDonell, Matthijs V&aacute;k&aacute;r.",
+ "links": [
+ {"type": "pdf", "url": "https://studenttheses.uu.nl/bitstream/handle/20.500.12932/38958/report.pdf?sequence=1&isAllowed=y"},
+ {"type": "code", "url": "https://github.com/tomsmeding/accelerate/tree/no-explode"}
+ ]
+ },
+ {
+ "year": 2018,
+ "authors": ["tom"],
+ "title": "Fast Large-Integer Matrix Multiplication",
+ "note": "Bachelor thesis at Leiden University. Supervisors: Peter Bruin, Kristian Rietveld.",
+ "links": [
+ {"type": "pdf", "url": "https://www.universiteitleiden.nl/binaries/content/assets/science/mi/scripties/bachelor/2017-2018/smeding-bsc-scriptie.pdf"},
+ {"type": "code", "url": "https://github.com/tomsmeding/bachelor-thesis"}
+ ]
+ }
+ ]
+}