~/talks

Fabian Zaiser

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all 6 in the filters

where they keep going back

  • LAFI4 editions2022–2026

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who talks about the same things

titleconferencedate
Event-based Design Abstractions for Agent HarnessesPAgE 20262026-06-15
Proposes an event-driven harness where a durable append-only event log is the single source of truth, with independent facets that fold over the log to derive…
Talk on
Incremental Computation for Efficient Programmable Inference in Probabilistic ProgramsPLDI 20262026-06-15
Compiles probabilistic programs to deterministic density functions, then applies a compositional incrementalization based on the incremental lambda calculus…
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Incremental Density Computation for Efficient Programmable InferenceLAFI 20262026-01-11
Presents a concrete workflow: compute trace types from the probabilistic program, use type-directed change types to represent insertions/removals/replacements…
Talk on
Language-Model Probabilistic Programming for Improving Autoformalization via Cycle(…)LAFI 20262026-01-11
Proposes a GenLM-based decoder that steers a 70B LLM with two real-valued potentials: incremental type-checking via Lean by affixing dummy conclusions at safe…
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Guaranteed Bounds on Posterior Distributions of Discrete Probabilistic Programs with LoopsPOPL 20252025-01-19
Automated tool Diabolo implements two provable methods: residual mass semantics (fast unrolling upper/lower bounds) and geometric bound semantics (contraction…
Talk
Guaranteed Bounds for Discrete Probabilistic Programs with Loops via Generating ...LAFI 20242024-01-14
Technique finds guaranteed upper and lower bounds on the posterior of discrete probabilistic programs with unbounded loops by representing distributions as…
Talk
VMC: a Dafny Library for Verified Monte Carlo AlgorithmsDafny 20242024-01-14
Open-source Dafny library that provides verified Monte Carlo samplers: each sampler has a bitstream-to-value functional model, a machine-checked proof that the…
Talk
Exact Inference for Discrete Probabilistic Programs via Generating FunctionsLAFI 20232023-01-15
Exact inference method represents program state distributions with probability generating functions and transforms those closed-form PGFs across sampling…
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Nonparametric Involutive Markov Chain Monte CarloLAFI 20222022-01-16
Framework generalizes involutive MCMC to universal PPLs and implements a concrete fix for trans‑dimensional moves: it appends samples until proposal has…
Talk on
Rigorous Approximation of Posterior Inference for Probabilistic ProgramsLAFI 20222022-01-16
Claims rigorous, nonstochastic posterior bounds for a universal probabilistic language that allows recursion, continuous distributions and conditioning. Method…
Talk
Lightning TalksBazelCon 20172017-11-06
Nine five-minute updates cover tools, migrations, and proposals: buildifier/builder formats and programmatically edits BUILD files; a Skylark linter flags…
Lightning on
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