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Dominik Janzing

Identifiers

  • name variant Dominik Janzing 0.60 · backfill

Papers (89)

  1. Evaluating Bivariate Causal Statements Based on Mutual Compatibility cs.AI · 2026 · author #2
  2. Formalizing and falsifying causal pathways of rare events cs.AI · 2026 · author #2
  3. IV Co-Scientist: Multi-Agent LLM Framework for Causal Instrumental Variable Discovery cs.AI · 2026 · author #4
  4. On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models cs.LG · 2025 · author #2
  5. Causal Regularization stat.ML · 2019 · author #1
  6. Simple negative result for physically universal controllers with macroscopic interface quant-ph · 2018 · author #1
  7. Structural causal models for macro-variables in time-series math.ST · 2018 · author #1
  8. Merging joint distributions via causal model classes with low VC dimension math.ST · 2018 · author #1
  9. Detecting non-causal artifacts in multivariate linear regression models stat.ML · 2018 · author #1
  10. Analysis of cause-effect inference by comparing regression errors cs.AI · 2018 · author #2
  11. A central limit like theorem for Fourier sums math.PR · 2017 · author #1
  12. Avoiding Discrimination through Causal Reasoning stat.ML · 2017 · author #5
  13. Group invariance principles for causal generative models stat.ML · 2017 · author #4
  14. Detecting confounding in multivariate linear models via spectral analysis stat.ML · 2017 · author #1
  15. Does universal controllability of physical systems prohibit thermodynamic cycles? cond-mat.stat-mech · 2017 · author #1
  16. Algorithmic independence of initial condition and dynamical law in thermodynamics and causal inference cond-mat.stat-mech · 2015 · author #1
  17. Removing systematic errors for exoplanet search via latent causes stat.ML · 2015 · author #5
  18. Telling cause from effect in deterministic linear dynamical systems cs.AI · 2015 · author #2
  19. Distinguishing cause from effect using observational data: methods and benchmarks cs.LG · 2014 · author #3
  20. Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components stat.ML · 2014 · author #4
  21. From Ordinary Differential Equations to Structural Causal Models: the deterministic case cs.AI · 2014 · author #2
  22. Inferring causal structure: a quantum advantage quant-ph · 2014 · author #4
  23. Justifying Information-Geometric Causal Inference stat.ML · 2014 · author #1
  24. Consistency of Causal Inference under the Additive Noise Model cs.LG · 2013 · author #3
  25. Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders cs.LG · 2013 · author #2
  26. Causal Discovery with Continuous Additive Noise Models stat.ML · 2013 · author #3
  27. From Ordinary Differential Equations to Structural Causal Models: the deterministic case stat.OT · 2013 · author #2
  28. Causal Inference on Time Series using Structural Equation Models stat.ML · 2012 · author #2
  29. Identifying confounders using additive noise models stat.ML · 2012 · author #1
  30. Quantifying causal influences math.ST · 2012 · author #1
  31. Inferring deterministic causal relations cs.LG · 2012 · author #2
  32. Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery cs.LG · 2012 · author #3
  33. Detecting low-complexity unobserved causes cs.LG · 2012 · author #1
  34. Identifiability of Causal Graphs using Functional Models cs.LG · 2012 · author #3
  35. Kernel-based Conditional Independence Test and Application in Causal Discovery cs.LG · 2012 · author #3
  36. Testing whether linear equations are causal: A free probability theory approach cs.LG · 2012 · author #2
  37. Robust Learning via Cause-Effect Models stat.ML · 2011 · author #2
  38. Thermodynamic limits of dynamic cooling cond-mat.stat-mech · 2011 · author #3
  39. Is there a physically universal cellular automaton or Hamiltonian? quant-ph · 2010 · author #1
  40. Causal Markov condition for submodular information measures cs.IT · 2010 · author #2
  41. Causal Inference on Discrete Data using Additive Noise Models stat.ML · 2009 · author #2
  42. Distinguishing Cause and Effect via Second Order Exponential Models stat.ML · 2009 · author #1
  43. Justifying additive-noise-model based causal discovery via algorithmic information theory cs.IT · 2009 · author #1
  44. Telling cause from effect based on high-dimensional observations stat.ML · 2009 · author #1
  45. On the entropy production of time series with unidirectional linearity cond-mat.stat-mech · 2009 · author #1
  46. Thermodynamic efficiency of information and heat flow cond-mat.stat-mech · 2009 · author #2
  47. Causal inference using the algorithmic Markov condition math.ST · 2008 · author #1
  48. A single-shot measurement of the energy of product states in a translation invariant spin chain can replace any quantum computation quant-ph · 2007 · author #1
  49. On causally asymmetric versions of Occam's Razor and their relation to thermodynamics cond-mat.stat-mech · 2007 · author #1
  50. How much is a quantum controller controlled by the controlled system? quant-ph · 2007 · author #1
  51. Relating the thermodynamic arrow of time to the causal arrow cond-mat.stat-mech · 2007 · author #2
  52. A PromiseBQP-complete String Rewriting Problem quant-ph · 2007 · author #1
  53. BQP-complete Problems Concerning Mixing Properties of Classical Random Walks on Sparse Graphs quant-ph · 2006 · author #1
  54. A Quantum Broadcasting Problem in Classical Low Power Signal Processing quant-ph · 2006 · author #1
  55. Estimating diagonal entries of powers of sparse symmetric matrices is BQP-complete quant-ph · 2006 · author #1
  56. Entanglement generation via scattering of two particles with hard-core repulsion quant-ph · 2006 · author #2
  57. Quantum thermodynamics with missing reference frames: Decompositions of free energy into non-increasing components quant-ph · 2005 · author #1
  58. Minimally-disturbing Heisenberg-Weyl symmetric measurements using hard-core collisions of Schr\"odinger particles quant-ph · 2005 · author #1
  59. Spin-1/2 particles moving on a 2D lattice with nearest-neighbor interactions can realize an autonomous quantum computer quant-ph · 2005 · author #1
  60. On Quantum A/D and D/A Conversion quant-ph · 2005 · author #2
  61. On the Computational Power of Molecular Heat Engines quant-ph · 2005 · author #1
  62. Decomposition of time-covariant operations on quantum systems with continuous and/or discrete energy spectrum quant-ph · 2004 · author #1
  63. Ergodic quantum computing quant-ph · 2004 · author #1
  64. Reliable and Efficient Inference of Bayesian Networks from Sparse Data by Statistical Learning Theory cs.LG · 2003 · author #1
  65. Quantum circuits for single-qubit measurements corresponding to platonic solids quant-ph · 2003 · author #2
  66. Measuring 4-local n-qubit observables could probabilistically solve PSPACE quant-ph · 2003 · author #2
  67. Synchronizing quantum clocks with classical one-way communication: Bounds on the generated entropy quant-ph · 2003 · author #1
  68. Two QCMA-complete problems quant-ph · 2003 · author #2
  69. Identity check is QMA-complete quant-ph · 2003 · author #1
  70. Cooling and Low Energy State Preparation for 3-local Hamiltonians are FQMA-complete quant-ph · 2003 · author #1
  71. Selection Criterion for Log-Linear Models Using Statistical Learning Theory math.ST · 2003 · author #2
  72. Treating the Independent Set Problem by 2D Ising Interactions with Adiabatic Quantum Computing quant-ph · 2003 · author #2
  73. Bounds on the entropy generated when timing information is extracted from microscopic systems quant-ph · 2003 · author #1
  74. Quantum noise influencing human behaviour could fake effectiveness of drugs in clinical trials quant-ph · 2002 · author #1
  75. Performing joint measurements and transformations on several qubits by operating on a single control qubit quant-ph · 2002 · author #1
  76. Required sample size for learning sparse Bayesian networks with many variables cs.LG · 2002 · author #2
  77. Bounds on the number of time steps for simulating arbitrary interaction graphs quant-ph · 2002 · author #1
  78. Are there quantum bounds on the recyclability of clock signals in low power computers? quant-ph · 2002 · author #1
  79. Quasi-order of clocks and synchronism and quantum bounds for copying timing information quant-ph · 2001 · author #1
  80. Lower Bound on the Chromatic Number by Spectra of Weighted Adjacency Matrices cs.DM · 2001 · author #2
  81. Quantum algorithm for finding periodicities in the spectrum of a black-box Hamiltonian or unitary transformation quant-ph · 2001 · author #1
  82. On Using Quantum Protocols to Detect Traffic Analysis quant-ph · 2001 · author #2
  83. Complexity of decoupling and time-reversal for n spins with pair-interactions: Arrow of time in quantum control quant-ph · 2001 · author #1
  84. Quantum control without access to the controlling interaction quant-ph · 2001 · author #1
  85. Distinguishing n Hamiltonians on C^n by a single measurement quant-ph · 2001 · author #1
  86. A Complexity Measure for Continuous Time Quantum Algorithms quant-ph · 2000 · author #1
  87. Remark on multi-particle observables and entangled states with constant complexity quant-ph · 2000 · author #1
  88. The thermodynamic cost of reliability and low temperatures: Tightening Landauer's principle and the Second Law quant-ph · 2000 · author #1
  89. Fragility of a class of highly entangled states of many quantum-bits quant-ph · 1999 · author #1

Mentions

  • 1503.01299 #2 · backfill · confidence 0.70 Dominik Janzing
  • 2606.00278 #2 · arxiv_oai · confidence 0.70 Dominik Janzing
  • 1412.3773 #3 · backfill · confidence 0.70 Dominik Janzing
  • 1411.3972 #4 · backfill · confidence 0.70 Dominik Janzing
  • 2605.31254 #2 · arxiv_oai · confidence 0.70 Dominik Janzing
  • 1408.2063 #2 · backfill · confidence 0.70 Dominik Janzing
  • 1406.5036 #4 · backfill · confidence 0.70 Dominik Janzing
  • 1402.2499 #1 · backfill · confidence 0.70 Dominik Janzing
  • 1312.5770 #3 · backfill · confidence 0.70 Dominik Janzing
  • 1309.6860 #2 · backfill · confidence 0.70 Dominik Janzing
  • 1309.6779 #3 · backfill · confidence 0.70 Dominik Janzing
  • 1304.7920 #2 · backfill · confidence 0.70 Dominik Janzing
  • 1207.5136 #2 · backfill · confidence 0.70 Dominik Janzing
  • 1205.2640 #1 · backfill · confidence 0.70 Dominik Janzing
  • 1203.6502 #1 · backfill · confidence 0.70 Dominik Janzing
  • 1203.3534 #3 · backfill · confidence 0.70 Dominik Janzing
  • 1203.3475 #2 · backfill · confidence 0.70 Dominik Janzing
  • 1202.3779 #2 · backfill · confidence 0.70 Dominik Janzing
  • 1202.3775 #3 · backfill · confidence 0.70 Dominik Janzing
  • 1202.3757 #3 · backfill · confidence 0.70 Dominik Janzing
  • 1202.3737 #1 · backfill · confidence 0.70 Dominik Janzing
  • 1112.2738 #2 · backfill · confidence 0.70 Dominik Janzing
  • 1107.1044 #3 · backfill · confidence 0.70 Dominik Janzing
  • 1009.1720 #1 · backfill · confidence 0.70 Dominik Janzing
  • 1002.4020 #2 · backfill · confidence 0.70 Dominik Janzing
  • 0911.0280 #2 · backfill · confidence 0.70 Dominik Janzing
  • 0910.5561 #1 · backfill · confidence 0.70 Dominik Janzing
  • 0910.1691 #1 · backfill · confidence 0.70 Dominik Janzing
  • 0909.4386 #1 · backfill · confidence 0.70 Dominik Janzing
  • 0908.1861 #1 · backfill · confidence 0.70 Dominik Janzing
  • 0907.3320 #2 · backfill · confidence 0.70 Dominik Janzing
  • 0804.3678 #1 · backfill · confidence 0.70 Dominik Janzing
  • 0710.1615 #1 · backfill · confidence 0.70 Dominik Janzing
  • 0708.3411 #1 · backfill · confidence 0.70 Dominik Janzing
  • 0708.1505 #1 · backfill · confidence 0.70 Dominik Janzing
  • 0708.1175 #2 · backfill · confidence 0.70 Dominik Janzing
  • 0705.1180 #1 · backfill · confidence 0.70 Dominik Janzing

Frequent Coauthors