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Viktor Palmkvist

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Trellis: A Domain-Specific Language for Hidden Markov Models with Sparse TransitionsSLE 20242024-10-20
Trellis is a DSL that specifies sparse HMMs and compiles to CUDA with a Python wrapper, using a predecessor analyzer and two predecessor strategies: a…
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Partial Evaluation of Automatic Differentiation for Differential-Algebraic Equati...GPCE 20232023-10-22
Partial evaluation of forward-mode AD reduces runtime overhead for DAE index reduction and Jacobian generation by producing a low-index residual and a sparse…
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Partial Evaluation of Forward-Mode Automatic DifferentiationLAFI 20232023-01-15
A whole-program transformation called PEAD (partial evaluation automatic differentiation) combines compile-time symbolic differentiation with forward-mode AD…
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Statically Resolvable AmbiguityPOPL 20232023-01-15
Presents a concrete solution that proves every ambiguous program in the supported formalism can be rewritten unambiguously, with a full Coq mechanization and…
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